├── .Rbuildignore
├── .gitignore
├── 00-author.Rmd
├── 01_intro.Rmd
├── 02_objetos.Rmd
├── 03_estilo.Rmd
├── 041_Fun_Bas.Rmd
├── 042_Bucles.Rmd
├── 04_input_data.Rmd
├── 051_Vectori.Rmd
├── 05_Cre_Fun.Rmd
├── 06_read.Rmd
├── 08_tablas.Rmd
├── 11_Med_Cen.Rmd
├── 12_Med_Var.Rmd
├── 13_Med_Pos.Rmd
├── 14_Med_Cor.Rmd
├── 15_est_descrip_dplyr.Rmd
├── 20_Var_Aleatorias.Rmd
├── 21_DDisc.Rmd
├── 22_DCont.Rmd
├── 23_Normal.Rmd
├── 25_Verif_normalidad.Rmd
├── 31_loglik.Rmd
├── 32_select_dist.Rmd
├── 404.html
├── 42_IC.Rmd
├── 43_PH.Rmd
├── 51_Aprox_Int.Rmd
├── 81_EmpiricalDistributions.Rmd
├── 82_MultivariateNormal.Rmd
├── 999-references.Rmd
├── 99_Curiosidades.Rmd
├── BD_Excel.xlsx
├── DESCRIPTION
├── Dockerfile
├── LICENSE
├── Manual-de-R.Rproj
├── Manual_de_R_files
    ├── figure-epub3
    │   ├── Fcrab-1.png
    │   ├── Fcrabs-1.png
    │   ├── aprox1-1.png
    │   ├── ars1-1.png
    │   ├── ars2-1.png
    │   ├── beta1-1.png
    │   ├── binom1-1.png
    │   ├── box1-1.png
    │   ├── corplot-1.png
    │   ├── crabcont1-1.png
    │   ├── crabcont2-1.png
    │   ├── crabcont3-1.png
    │   ├── crabcont4-1.png
    │   ├── denEje2-1.png
    │   ├── disp-1.png
    │   ├── dispDatosSimul-1.png
    │   ├── dots-1.png
    │   ├── ellipse1-1.png
    │   ├── fnFn-1.png
    │   ├── frijoles1-1.png
    │   ├── frijoles2-1.png
    │   ├── histDist0-1.png
    │   ├── histDist1-1.png
    │   ├── ic1-1.png
    │   ├── ic2-1.png
    │   ├── ic3-1.png
    │   ├── loglik1-1.png
    │   ├── loglik2-1.png
    │   ├── loglikpoisson-1.png
    │   ├── maha1-1.png
    │   ├── maha2-1.png
    │   ├── maha3-1.png
    │   ├── maha4-1.png
    │   ├── norm1-1.png
    │   ├── norm2-1.png
    │   ├── normalidad1-1.png
    │   ├── normalidad2-1.png
    │   ├── normalidad3-1.png
    │   ├── normalidad4-1.png
    │   ├── normalidad5-1.png
    │   ├── normalidad6-1.png
    │   ├── normalidad7-1.png
    │   ├── normgamma-1.png
    │   ├── normmultidensi-1.png
    │   ├── pesos1-1.png
    │   ├── pmfcrab-1.png
    │   ├── simul3d-1.png
    │   ├── unnamed-chunk-370-1.png
    │   ├── unnamed-chunk-372-1.png
    │   ├── unnamed-chunk-381-1.png
    │   └── wald1-1.png
    ├── figure-html
    │   ├── Fcrab-1.png
    │   ├── Fcrabs-1.png
    │   ├── analDescrip01-1.png
    │   ├── analDescrip02-1.png
    │   ├── analDescrip03-1.png
    │   ├── analDescrip04-1.png
    │   ├── analDescrip05-1.png
    │   ├── analDescrip06-1.png
    │   ├── analDescrip07-1.png
    │   ├── analDescrip08-1.png
    │   ├── anal_descrip_01-1.png
    │   ├── anal_descrip_02-1.png
    │   ├── anal_descrip_03-1.png
    │   ├── anal_descrip_04-1.png
    │   ├── anal_descrip_05-1.png
    │   ├── anal_descrip_06-1.png
    │   ├── anal_descrip_07-1.png
    │   ├── anal_descrip_08-1.png
    │   ├── aprox1-1.png
    │   ├── ars1-1.png
    │   ├── ars2-1.png
    │   ├── beta1-1.png
    │   ├── binom1-1.png
    │   ├── box1-1.png
    │   ├── casesDistNormal-1.png
    │   ├── comp_vectorizacion-1.png
    │   ├── corplot-1.png
    │   ├── crabcont1-1.png
    │   ├── crabcont2-1.png
    │   ├── crabcont3-1.png
    │   ├── crabcont4-1.png
    │   ├── cuantilNormal1-1.png
    │   ├── denEje2-1.png
    │   ├── disp-1.png
    │   ├── dispDatosSimul-1.png
    │   ├── distnorm1-1.png
    │   ├── distnorm2-1.png
    │   ├── dots-1.png
    │   ├── ellipse1-1.png
    │   ├── exp1-1.png
    │   ├── fnFn-1.png
    │   ├── frijoles1-1.png
    │   ├── frijoles2-1.png
    │   ├── funAcumVarDis-1.png
    │   ├── funFVarCont-1.png
    │   ├── funMasVarCont-1.png
    │   ├── funMasVarDis-1.png
    │   ├── fxVarDis-1.png
    │   ├── fxVarDis-2.png
    │   ├── histDist0-1.png
    │   ├── histDist1-1.png
    │   ├── histNormalAleat-1.png
    │   ├── histNormalAleat-2.png
    │   ├── holamundo-1.png
    │   ├── ic1-1.png
    │   ├── ic2-1.png
    │   ├── ic3-1.png
    │   ├── loglik1-1.png
    │   ├── loglik2-1.png
    │   ├── loglikpoisson-1.png
    │   ├── maha1-1.png
    │   ├── maha2-1.png
    │   ├── maha3-1.png
    │   ├── maha4-1.png
    │   ├── norm1-1.png
    │   ├── norm2-1.png
    │   ├── norm3-1.png
    │   ├── normalidad1-1.png
    │   ├── normalidad2-1.png
    │   ├── normalidad3-1.png
    │   ├── normalidad4-1.png
    │   ├── normalidad5-1.png
    │   ├── normalidad6-1.png
    │   ├── normalidad7-1.png
    │   ├── normgamma-1.png
    │   ├── normmultidensi-1.png
    │   ├── pesos1-1.png
    │   ├── pmfcrab-1.png
    │   ├── simul3d-1.png
    │   ├── unnamed-chunk-10-1.png
    │   ├── unnamed-chunk-11-1.png
    │   ├── unnamed-chunk-12-1.png
    │   ├── unnamed-chunk-146-1.png
    │   ├── unnamed-chunk-20-1.png
    │   ├── unnamed-chunk-21-1.png
    │   ├── unnamed-chunk-3-1.png
    │   ├── unnamed-chunk-328-1.png
    │   ├── unnamed-chunk-370-1.png
    │   ├── unnamed-chunk-372-1.png
    │   ├── unnamed-chunk-373-1.png
    │   ├── unnamed-chunk-375-1.png
    │   ├── unnamed-chunk-381-1.png
    │   ├── unnamed-chunk-382-1.png
    │   ├── unnamed-chunk-384-1.png
    │   ├── unnamed-chunk-393-1.png
    │   ├── unnamed-chunk-407-1.png
    │   ├── unnamed-chunk-409-1.png
    │   ├── unnamed-chunk-412-1.png
    │   ├── unnamed-chunk-413-1.png
    │   ├── unnamed-chunk-414-1.png
    │   ├── unnamed-chunk-415-1.png
    │   ├── unnamed-chunk-416-1.png
    │   ├── unnamed-chunk-418-1.png
    │   ├── unnamed-chunk-420-1.png
    │   ├── unnamed-chunk-422-1.png
    │   ├── unnamed-chunk-423-1.png
    │   ├── unnamed-chunk-424-1.png
    │   ├── unnamed-chunk-425-1.png
    │   ├── unnamed-chunk-426-1.png
    │   ├── unnamed-chunk-427-1.png
    │   ├── unnamed-chunk-428-1.png
    │   ├── unnamed-chunk-429-1.png
    │   ├── unnamed-chunk-431-1.png
    │   ├── unnamed-chunk-433-1.png
    │   ├── unnamed-chunk-436-1.png
    │   ├── unnamed-chunk-437-1.png
    │   ├── unnamed-chunk-438-1.png
    │   ├── unnamed-chunk-439-1.png
    │   ├── unnamed-chunk-440-1.png
    │   ├── unnamed-chunk-441-1.png
    │   ├── unnamed-chunk-443-1.png
    │   ├── unnamed-chunk-444-1.png
    │   ├── unnamed-chunk-445-1.png
    │   ├── unnamed-chunk-446-1.png
    │   ├── unnamed-chunk-447-1.png
    │   ├── unnamed-chunk-448-1.png
    │   ├── unnamed-chunk-449-1.png
    │   ├── unnamed-chunk-450-1.png
    │   ├── unnamed-chunk-454-1.png
    │   ├── unnamed-chunk-455-1.png
    │   ├── unnamed-chunk-456-1.png
    │   ├── unnamed-chunk-457-1.png
    │   ├── unnamed-chunk-465-1.png
    │   ├── unnamed-chunk-466-1.png
    │   ├── unnamed-chunk-5-1.png
    │   ├── unnamed-chunk-6-1.png
    │   ├── unnamed-chunk-7-1.png
    │   ├── unnamed-chunk-8-1.png
    │   ├── unnamed-chunk-9-1.png
    │   ├── vardis_f(x)-1.png
    │   ├── vardisf(x)-1.png
    │   └── wald1-1.png
    └── figure-latex
    │   ├── Fcrab-1.pdf
    │   ├── Fcrabs-1.pdf
    │   ├── aprox1-1.pdf
    │   ├── ars1-1.pdf
    │   ├── ars2-1.pdf
    │   ├── beta1-1.pdf
    │   ├── binom1-1.pdf
    │   ├── box1-1.pdf
    │   ├── corplot-1.pdf
    │   ├── crabcont1-1.pdf
    │   ├── crabcont2-1.pdf
    │   ├── crabcont3-1.pdf
    │   ├── crabcont4-1.pdf
    │   ├── denEje2-1.pdf
    │   ├── disp-1.pdf
    │   ├── dispDatosSimul-1.pdf
    │   ├── dots-1.pdf
    │   ├── ellipse1-1.pdf
    │   ├── fnFn-1.pdf
    │   ├── frijoles1-1.pdf
    │   ├── frijoles2-1.pdf
    │   ├── histDist0-1.pdf
    │   ├── histDist1-1.pdf
    │   ├── ic1-1.pdf
    │   ├── ic2-1.pdf
    │   ├── ic3-1.pdf
    │   ├── loglik1-1.pdf
    │   ├── loglik2-1.pdf
    │   ├── loglikpoisson-1.pdf
    │   ├── maha1-1.pdf
    │   ├── maha2-1.pdf
    │   ├── maha3-1.pdf
    │   ├── maha4-1.pdf
    │   ├── norm1-1.pdf
    │   ├── norm2-1.pdf
    │   ├── normalidad1-1.pdf
    │   ├── normalidad2-1.pdf
    │   ├── normalidad3-1.pdf
    │   ├── normalidad4-1.pdf
    │   ├── normalidad5-1.pdf
    │   ├── normalidad6-1.pdf
    │   ├── normalidad7-1.pdf
    │   ├── normgamma-1.pdf
    │   ├── normmultidensi-1.pdf
    │   ├── pesos1-1.pdf
    │   ├── pmfcrab-1.pdf
    │   ├── simul3d-1.pdf
    │   ├── unnamed-chunk-370-1.pdf
    │   ├── unnamed-chunk-372-1.pdf
    │   ├── unnamed-chunk-381-1.pdf
    │   └── wald1-1.pdf
├── README.html
├── README.md
├── _bookdown.yml
├── _build.sh
├── _config.yml
├── _deploy.sh
├── _output.yml
├── book.bib
├── docs
    ├── 404.html
    ├── Manual_de_R.epub
    ├── Manual_de_R.pdf
    ├── Manual_de_R.tex
    ├── Manual_de_R_files
    │   └── figure-html
    │   │   ├── Fcrab-1.png
    │   │   ├── Fcrabs-1.png
    │   │   ├── analDescrip01-1.png
    │   │   ├── analDescrip02-1.png
    │   │   ├── analDescrip03-1.png
    │   │   ├── analDescrip04-1.png
    │   │   ├── analDescrip05-1.png
    │   │   ├── analDescrip06-1.png
    │   │   ├── analDescrip07-1.png
    │   │   ├── analDescrip08-1.png
    │   │   ├── anal_descrip_01-1.png
    │   │   ├── anal_descrip_02-1.png
    │   │   ├── anal_descrip_03-1.png
    │   │   ├── anal_descrip_04-1.png
    │   │   ├── anal_descrip_05-1.png
    │   │   ├── anal_descrip_06-1.png
    │   │   ├── anal_descrip_07-1.png
    │   │   ├── anal_descrip_08-1.png
    │   │   ├── aprox1-1.png
    │   │   ├── ars1-1.png
    │   │   ├── ars2-1.png
    │   │   ├── beta1-1.png
    │   │   ├── binom1-1.png
    │   │   ├── box1-1.png
    │   │   ├── casesDistNormal-1.png
    │   │   ├── comp_vectorizacion-1.png
    │   │   ├── corplot-1.png
    │   │   ├── crabcont1-1.png
    │   │   ├── crabcont2-1.png
    │   │   ├── crabcont3-1.png
    │   │   ├── crabcont4-1.png
    │   │   ├── cuantilNormal1-1.png
    │   │   ├── denEje2-1.png
    │   │   ├── densidad_gamma_ejem2-1.png
    │   │   ├── disp-1.png
    │   │   ├── dispDatosSimul-1.png
    │   │   ├── distnorm1-1.png
    │   │   ├── distnorm2-1.png
    │   │   ├── dots-1.png
    │   │   ├── ellipse1-1.png
    │   │   ├── exp1-1.png
    │   │   ├── fnFn-1.png
    │   │   ├── frijoles1-1.png
    │   │   ├── frijoles2-1.png
    │   │   ├── funAcumVarDis-1.png
    │   │   ├── funFVarCont-1.png
    │   │   ├── funMasVarCont-1.png
    │   │   ├── funMasVarDis-1.png
    │   │   ├── fxVarDis-1.png
    │   │   ├── fxVarDis-2.png
    │   │   ├── histDist0-1.png
    │   │   ├── histDist1-1.png
    │   │   ├── histNormalAleat-1.png
    │   │   ├── histNormalAleat-2.png
    │   │   ├── holamundo-1.png
    │   │   ├── ic1-1.png
    │   │   ├── ic2-1.png
    │   │   ├── ic3-1.png
    │   │   ├── loglik1-1.png
    │   │   ├── loglik2-1.png
    │   │   ├── loglikpoisson-1.png
    │   │   ├── maha1-1.png
    │   │   ├── maha2-1.png
    │   │   ├── maha3-1.png
    │   │   ├── maha4-1.png
    │   │   ├── norm1-1.png
    │   │   ├── norm2-1.png
    │   │   ├── norm3-1.png
    │   │   ├── norm_multi_densi-1.png
    │   │   ├── normalidad1-1.png
    │   │   ├── normalidad2-1.png
    │   │   ├── normalidad3-1.png
    │   │   ├── normalidad4-1.png
    │   │   ├── normalidad5-1.png
    │   │   ├── normalidad6-1.png
    │   │   ├── normalidad7-1.png
    │   │   ├── normgamma-1.png
    │   │   ├── normmultidensi-1.png
    │   │   ├── pesos1-1.png
    │   │   ├── pmfcrab-1.png
    │   │   ├── simul3d-1.png
    │   │   ├── unnamed-chunk-1-1.png
    │   │   ├── unnamed-chunk-10-1.png
    │   │   ├── unnamed-chunk-11-1.png
    │   │   ├── unnamed-chunk-12-1.png
    │   │   ├── unnamed-chunk-146-1.png
    │   │   ├── unnamed-chunk-20-1.png
    │   │   ├── unnamed-chunk-21-1.png
    │   │   ├── unnamed-chunk-3-1.png
    │   │   ├── unnamed-chunk-328-1.png
    │   │   ├── unnamed-chunk-370-1.png
    │   │   ├── unnamed-chunk-371-1.png
    │   │   ├── unnamed-chunk-372-1.png
    │   │   ├── unnamed-chunk-373-1.png
    │   │   ├── unnamed-chunk-375-1.png
    │   │   ├── unnamed-chunk-381-1.png
    │   │   ├── unnamed-chunk-382-1.png
    │   │   ├── unnamed-chunk-384-1.png
    │   │   ├── unnamed-chunk-393-1.png
    │   │   ├── unnamed-chunk-4-1.png
    │   │   ├── unnamed-chunk-4-2.png
    │   │   ├── unnamed-chunk-407-1.png
    │   │   ├── unnamed-chunk-409-1.png
    │   │   ├── unnamed-chunk-412-1.png
    │   │   ├── unnamed-chunk-413-1.png
    │   │   ├── unnamed-chunk-414-1.png
    │   │   ├── unnamed-chunk-415-1.png
    │   │   ├── unnamed-chunk-416-1.png
    │   │   ├── unnamed-chunk-418-1.png
    │   │   ├── unnamed-chunk-420-1.png
    │   │   ├── unnamed-chunk-422-1.png
    │   │   ├── unnamed-chunk-423-1.png
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    │   │   ├── unnamed-chunk-431-1.png
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    │   │   ├── unnamed-chunk-437-1.png
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    │   │   ├── unnamed-chunk-441-1.png
    │   │   ├── unnamed-chunk-443-1.png
    │   │   ├── unnamed-chunk-444-1.png
    │   │   ├── unnamed-chunk-445-1.png
    │   │   ├── unnamed-chunk-446-1.png
    │   │   ├── unnamed-chunk-447-1.png
    │   │   ├── unnamed-chunk-448-1.png
    │   │   ├── unnamed-chunk-449-1.png
    │   │   ├── unnamed-chunk-450-1.png
    │   │   ├── unnamed-chunk-454-1.png
    │   │   ├── unnamed-chunk-455-1.png
    │   │   ├── unnamed-chunk-456-1.png
    │   │   ├── unnamed-chunk-457-1.png
    │   │   ├── unnamed-chunk-465-1.png
    │   │   ├── unnamed-chunk-466-1.png
    │   │   ├── unnamed-chunk-5-1.png
    │   │   ├── unnamed-chunk-6-1.png
    │   │   ├── unnamed-chunk-7-1.png
    │   │   ├── unnamed-chunk-8-1.png
    │   │   ├── unnamed-chunk-9-1.png
    │   │   ├── vardis_f(x)-1.png
    │   │   ├── vardisf(x)-1.png
    │   │   └── wald1-1.png
    ├── aproxint.html
    ├── bucles.html
    ├── central.html
    ├── continuas.html
    ├── correl.html
    ├── creación-de-funciones-en-r.html
    ├── creafun.html
    ├── curio.html
    ├── discretas.html
    ├── empiricaldists.html
    ├── estadística-descriptiva-con-dplyr.html
    ├── estilo.html
    ├── funbas.html
    ├── ic.html
    ├── images
    │   ├── Fisher.png
    │   ├── Robert_Roos.png
    │   ├── Rpantallazo.png
    │   ├── babies.png
    │   ├── bloc1.PNG
    │   ├── bloc2.PNG
    │   ├── botones_pregunta.png
    │   ├── cajas_con_dlgInput.png
    │   ├── crab.png
    │   ├── cran.PNG
    │   ├── curves_pdf_beta.png
    │   ├── curves_pdf_exponencial.png
    │   ├── dplyr_logo.jpeg
    │   ├── ejemVarAleaCont.png
    │   ├── ejemVarAleaDisc.png
    │   ├── elipse_confianza.png
    │   ├── excel1.png
    │   ├── function_machine.png
    │   ├── galton_board.gif
    │   ├── instalacion01.png
    │   ├── instalacion02.png
    │   ├── instalacion1.png
    │   ├── instalacion2.png
    │   ├── midpoint.png
    │   ├── normal_biv_rgl.png
    │   ├── note.png
    │   ├── personas_en_normal.jpg
    │   ├── personas_en_normal.png
    │   ├── pesando_bebe.jpg
    │   ├── portada.png
    │   ├── quantile_problem.png
    │   ├── regla_empirica_normal.png
    │   ├── rlogo.png
    │   ├── tidy_data.png
    │   ├── tidyverse_logo.png
    │   ├── tip.png
    │   └── warning.png
    ├── index.html
    ├── ingresando-datos-a-r.html
    ├── intro.html
    ├── libs
    │   ├── anchor-sections-1.0.1
    │   │   ├── anchor-sections.css
    │   │   └── anchor-sections.js
    │   ├── anchor-sections-1.0
    │   │   ├── anchor-sections.css
    │   │   └── anchor-sections.js
    │   ├── anchor-sections-1.1.0
    │   │   ├── anchor-sections-hash.css
    │   │   ├── anchor-sections.css
    │   │   └── anchor-sections.js
    │   ├── crosstalk-1.2.0
    │   │   ├── css
    │   │   │   └── crosstalk.min.css
    │   │   └── js
    │   │   │   └── crosstalk.min.js
    │   ├── crosstalk-1.2.1
    │   │   ├── css
    │   │   │   └── crosstalk.min.css
    │   │   └── js
    │   │   │   └── crosstalk.min.js
    │   ├── gitbook-2.6.7
    │   │   ├── css
    │   │   │   ├── fontawesome
    │   │   │   │   └── fontawesome-webfont.ttf
    │   │   │   ├── plugin-bookdown.css
    │   │   │   ├── plugin-clipboard.css
    │   │   │   ├── plugin-fontsettings.css
    │   │   │   ├── plugin-highlight.css
    │   │   │   ├── plugin-search.css
    │   │   │   ├── plugin-table.css
    │   │   │   └── style.css
    │   │   └── js
    │   │   │   ├── app.min.js
    │   │   │   ├── clipboard.min.js
    │   │   │   ├── jquery.highlight.js
    │   │   │   ├── lunr.js
    │   │   │   ├── plugin-bookdown.js
    │   │   │   ├── plugin-clipboard.js
    │   │   │   ├── plugin-fontsettings.js
    │   │   │   ├── plugin-search.js
    │   │   │   └── plugin-sharing.js
    │   ├── header-attrs-2.5
    │   │   └── header-attrs.js
    │   ├── header-attrs-2.9
    │   │   └── header-attrs.js
    │   ├── htmltools-fill-0.5.8.1
    │   │   └── fill.css
    │   ├── htmlwidgets-1.5.4
    │   │   └── htmlwidgets.js
    │   ├── htmlwidgets-1.6.4
    │   │   └── htmlwidgets.js
    │   ├── jquery-3.6.0
    │   │   └── jquery-3.6.0.min.js
    │   ├── plotly-binding-4.10.1
    │   │   └── plotly.js
    │   ├── plotly-binding-4.10.4
    │   │   └── plotly.js
    │   ├── plotly-htmlwidgets-css-2.11.1
    │   │   └── plotly-htmlwidgets.css
    │   ├── plotly-main-2.11.1
    │   │   └── plotly-latest.min.js
    │   └── typedarray-0.1
    │   │   └── typedarray.min.js
    ├── loglik.html
    ├── normal.html
    ├── normalidad.html
    ├── normalmulti.html
    ├── objetos.html
    ├── ph.html
    ├── posi.html
    ├── read.html
    ├── reference-keys.txt
    ├── references.html
    ├── search_index.json
    ├── select-dist.html
    ├── select_dist.html
    ├── sobre-los-autores.html
    ├── style.css
    ├── tablas.html
    ├── varia.html
    ├── variables-aleatorias.html
    └── vecfun.html
├── images
    ├── Fisher.png
    ├── IC412528.png
    ├── Robert_Roos.png
    ├── Rpantallazo.png
    ├── anecdota_gauss.PNG
    ├── babies.png
    ├── bloc1.PNG
    ├── bloc2.PNG
    ├── botones_pregunta.png
    ├── cajas_con_dlgInput.png
    ├── caution.png
    ├── cover.png
    ├── crab.png
    ├── cran.PNG
    ├── curves_pdf_beta.png
    ├── curves_pdf_exponencial.png
    ├── dedication.pdf
    ├── dplyr_logo.jpeg
    ├── ejemVarAleaCont.png
    ├── ejemVarAleaDisc.png
    ├── elipse_confianza.png
    ├── excel1.png
    ├── function_machine.png
    ├── galton_board.gif
    ├── important.png
    ├── instalacion01.png
    ├── instalacion02.png
    ├── midpoint.png
    ├── normal_biv_rgl.png
    ├── note.png
    ├── personas_en_normal.jpg
    ├── personas_en_normal.png
    ├── pesando_bebe.jpg
    ├── portada.jpg
    ├── portada.png
    ├── quantile_problem.png
    ├── regla_empirica_normal.png
    ├── rlogo.png
    ├── tidy_data.png
    ├── tidyverse_logo.png
    ├── tip.png
    └── warning.png
├── index.Rmd
├── krantz.cls
├── latex
    ├── after_body.tex
    ├── before_body.tex
    └── preamble.tex
├── now.json
├── packages.bib
├── preamble.tex
├── style.css
└── toc.css


/.Rbuildignore:
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1 | ^.*\.Rproj$
2 | ^\.Rproj\.user$
3 | 


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/.gitignore:
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1 | .Rproj.user
2 | .Rhistory
3 | .RData
4 | _publish.R
5 | _book
6 | _bookdown_files
7 | rsconnect
8 | packages.bib


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/00-author.Rmd:
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1 | # Sobre los autores {-}
2 | 
3 | Freddy Hernández Barajas es profesor asociado de la Universidad Nacional de Colombia adscrito a la Escuela de Estadística de la Facultad de Ciencias.
4 | 
5 | Olga Cecilia Usuga Manco es profesora asociada de la Universidad de Antioquia adscrita al Departamento de Ingeniería Industrial de la Facultad de Ingeniería.


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/01_intro.Rmd:
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 1 | # Introducción {#intro} 
 2 | 
 3 | ## Orígenes
 4 | R es un lenguaje de programación usado para realizar procedimientos estadísticos y gráficos de alto nivel, este lenguaje fue creado en 1993 por los profesores e investigadores Robert Gentleman y Ross Ihaka. Inicialmente el lenguaje se usó para apoyar los cursos que tenían a su cargo los profesores, pero luego de ver la utilidad de la herramienta desarrollada, decidieron colocar copias de R en StatLib. A partir de 1995 el código fuente de R está disponible bajo licencia GNU GPL para sistemas operativos Windows, Macintosh y distribuciones Unix/Linux. La comunidad de usuarios de R en el mundo es muy grande y los usuarios cuentan con diferentes espacios para interactuar, a continuación una lista no exhaustiva de los sitios más populares relacionados con R:
 5 | 
 6 | - [Rbloggers](https://www.r-bloggers.com/).
 7 | - [Comunidad hispana de R](http://r-es.org/).
 8 | - [Nabble](http://r.789695.n4.nabble.com/).
 9 | - [Foro en portugués](http://r-br.2285057.n4.nabble.com/).
10 | - [Stackoverflow](http://stackoverflow.com/questions/tagged/r).
11 | - [Cross Validated](http://stats.stackexchange.com/questions/tagged/r).
12 | - [R-Help Mailing List](https://stat.ethz.ch/mailman/listinfo/r-help).
13 | - [Revolutions](http://blog.revolutionanalytics.com/).
14 | - [R-statistics blog](https://www.r-statistics.com/).
15 | - [RDataMining](https://rdatamining.wordpress.com/).
16 | 
17 | En la siguiente figura están Robert Gentleman (izquierda) y Ross Ihaka (derecha) creadores de R.
18 | 
19 | <p align="center">
20 |   <img src="images/Robert_Roos.png" width="500">
21 | </p>
22 | 
23 | ## Instalación
24 | 
25 | Para realizar la instalación de R usted debe visitar la página del CRAN (Comprehensive R Archive Network) disponible en este [enlace](https://cran.r-project.org/). Una vez ingrese a la página encontrará un cuadro similar al mostrado en la siguiente figura donde encontrará los enlaces de la instalación para los sistemas operativos Linux, Mac y Windows.
26 | 
27 | <p align="center">
28 |   <img src="images/cran.png" width="500">
29 | </p>
30 | 
31 | Supongamos que se desea instalar R en Windows, para esto se debe dar clic sobre el hiperenlace __Download R for Windows__. Una vez hecho esto se abrirá una página con el contenido mostrado en la siguiente figura. Luego se debe dar clic sobre el hiperenlace __install R for the first time__.
32 | 
33 | <p align="center">
34 |   <img src="images/instalacion01.png" width="500">
35 | </p>
36 |   
37 | Luego de esto se abrirá otra página con un encabezado similar al mostrado en la siguiente figura. Al momento de capturar la figura la versión actual de R era 3.2.5 pero con certeza usted tendrá disponible la versión actualizada. Una vez allí uste debe dar clic sobre __Download R 3.2.5 for Windows__ como es señalado por la flecha verde. Luego de esto se descargará el instalador R en el computador el cual deberá ser instalado con las opciones que vienen por defecto.
38 | 
39 | <p align="center">
40 |   <img src="images/instalacion02.png" width="500">
41 | </p>
42 | 
43 | Se recomienda observar el siguiente video didáctico de instalación de R disponible en este [enlace](https://youtu.be/rzw1E6HxBFY) para facilitar la tarea de instalación.
44 | 
45 | ## Apariencia del programa
46 | 
47 | Una vez que esté instalado R en su computador, usted podrá acceder a él por la lista de programas o por medio del acceso directo que quedó en el escritorio, en la siguiente figura se muestra la apariencia del acceso directo para ingresar a R.
48 | 
49 | <p align="center">
50 |   <img src="images/rlogo.png" width="200">
51 | </p>
52 | 
53 | Al abrir R aparecerá en la pantalla de su computador algo similar a lo que está en la siguiente figura. La ventana izquierda se llama consola y es donde se ingresan las instrucciones, una vez que se construye un gráfico se activa otra ventana llamada ventana gráfica. Cualquier usuario puede modificar la posición y tamaños de estas ventanas, puede cambiar el tipo y tamaño de las letras en la consola, para hacer esto se deben explorar las opciones de __editar__ en la barra de herramientas.
54 | 
55 | <p align="center">
56 |   <img src="images/Rpantallazo.png" width="700">
57 | </p>
58 | 
59 | 


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/04_input_data.Rmd:
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 1 | # Ingresando datos a R 
 2 | 
 3 | En este capítulo se muestra como ingresar datos a R.
 4 | 
 5 | ## Usando la consola
 6 | 
 7 | La función `readline` básica de R sirve para escribir un mensaje en la consola y solicitar al usuario una información que luego se puede utilizar para realizar alguna operación.
 8 | 
 9 | Abajo se muestra un código de R que el lector puede copiar y pegar en un script. <font color="Fuchsia">El código se debe ejecutar línea por línea y no en bloque</font>.
10 | 
11 | La primera línea solicita el nombre del usuario y lo almacena automáticamente en la variable `my_name`. La segunda línea solicita la edad y la almacena en la variable `my_age`. La tercera se asegura que la edad se convierta a un número entero. La cuarta instrucción, escrita en varias líneas, saluda y entrega la edad del usuario en el próximo año.
12 | 
13 | ```{r eval=FALSE}
14 | my_name <- readline(prompt="Ingrese su nombre: ")
15 | my_age  <- readline(prompt="Ingrese su edad en años: ")
16 | my_age  <- as.integer(my_age) # convert character into integer
17 | 
18 | print(paste("Hola,", my_name, 
19 |             "el año siguiente usted tendra", 
20 |             my_age + 1, 
21 |             "años de edad."))
22 | ```
23 | 
24 | 
25 | ## Usando ventana emergente con __svDialogs__
26 | 
27 | El paquete __svDialogs__ se puede utilizar para crear ventanas emergentes con un mensaje y solicitando información que luego se puede utilizar para realizar alguna operación.
28 | 
29 | Abajo se muestra un código de R que el lector puede copiar y pegar en un script. <font color="Fuchsia">El código se puede ejecutar en bloque</font>.
30 | 
31 | Este ejemplo hace lo mismo que el ejemplo anterior pero con la ventaja de abrir una ventana emergente para mostrar un mensaje y solicitar alguna información. Lo primero que se debe hacer es cargar el paquete __svDialogs__, si aún no lo ha instalado puede hacer escribiendo 
32 | 
33 | ```{r eval=FALSE}
34 | install.packages("svDialogs") # Para instalar el paquete
35 | library(svDialogs)            # Para usar el paquete
36 | 
37 | my_name <- dlgInput(message="Ingrese su nombre: ")$res
38 | my_age  <- dlgInput(message="Ingrese su edad en años: ")$res
39 | my_age  <- as.integer(my_age) # convert character into integer
40 | 
41 | print(paste("Hola,", my_name, 
42 |             "el año siguiente usted tendá", 
43 |             my_age + 1, 
44 |             "años de edad."))
45 | ```
46 | 
47 | En la siguiente figura se muestran las cajas solicitando la información.
48 | 
49 | <p align="center">
50 |   <img src="images/cajas_con_dlgInput.png" width="500">
51 | </p>
52 | 
53 | Abajo la salida luego de correr todo el código del ejemplo.
54 | 
55 | ```{r echo=FALSE}
56 | print("Hola, Pedro el año siguiente usted tendr 26 años de edad.")
57 | ```
58 | 
59 | ## Botones para responder
60 | La función `winDialog` del paquete básico __utils_ sirve para crear botones de diálogo en Windows solamente. A continuación se muestra la forma de generar los 4 tipos de botones.
61 | 
62 | ```{r eval=FALSE}
63 | library(utils)
64 | 
65 | winDialog(type="ok", message="¿Usted quiere BORRAR el archivo?")
66 | winDialog(type="okcancel", message="¿Usted quiere BORRAR el archivo?")
67 | winDialog(type="yesno", message="¿Usted quiere BORRAR el archivo?")
68 | winDialog(type="yesnocancel", message="¿Usted quiere BORRAR el archivo?")
69 | ```
70 | 
71 | En la siguiente figura están las imágenes de los 4 tipos de botones.
72 | 
73 | <p align="center">
74 |   <img src="images/botones_pregunta.png" width="500">
75 | </p>
76 | 
77 | A continuación se muestra un ejemplo de cómo usar un botón para preguntar y luego imprimir en la consola un mensaje dependiendo de la respuesta. Copie todo el siguiente código en la consola y vea el resultado.
78 | 
79 | ```{r eval=FALSE}
80 | answer <- winDialog(type="yesno", mess="¿Le sirvió mi sugerencia?")
81 | if (answer=='YES') {print('Excelente!')} else {print('Lástima')}
82 | ```
83 | 
84 | 
85 | 


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/13_Med_Pos.Rmd:
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 1 | # Medidas de posición {#posi}
 2 | 
 3 | En este capítulo se mostrará cómo obtener las diferentes medidas de posición con R.
 4 | 
 5 | Para ilustrar el uso de las funciones se utilizará una base de datos llamada __medidas del cuerpo__, esta base de datos cuenta con 6 variables registradas a un grupo de 36 estudiantes de la universidad. Las variables son: 
 6 | 
 7 | 1. `edad` del estudiante (años),
 8 | 2. `peso` del estudiante (kilogramos),
 9 | 3. `altura` del estudiante (centímetros),
10 | 4. `sexo` del estudiante (Hombre, Mujer),
11 | 5. `muneca`: perímetro de la muñeca derecha (centímetros),
12 | 6. `biceps`: perímetro del biceps derecho (centímetros).
13 | 
14 | A continuación se presenta el código para definir la url donde están los datos, para cargar la base de datos en R y para mostrar por pantalla un encabezado (usando `head`) de la base de datos.
15 | 
16 | ```{r}
17 | url <- 'https://raw.githubusercontent.com/fhernanb/datos/master/medidas_cuerpo'
18 | datos <- read.table(file=url, header=T)
19 | head(datos)  # Para ver el encabezado de la base de datos
20 | ```
21 | 
22 | ## Cuantiles \index{cuantiles} \index{quantile} \index{cuartiles} \index{deciles}  \index{percentiles} 
23 | 
24 | Para obtener cualquier cuantil (cuartiles, deciles y percentiles) se usa la función `quantile`. Los argumentos básicos de la función `quantile` son tres y se muestran a continuación.
25 | 
26 | ```{r, eval=F}
27 | quantile(x, probs, na.rm = FALSE)
28 | ```
29 | 
30 | En el parámetro `x` se indica la variable de interés para la cual se quieren calcular los cuantiles, el parámetro `probs` sirve para definir los cuantiles de interés y el parámetro `na.rm` es un valor lógico que en caso de ser `TRUE`, significa que se deben remover las observaciones con `NA`, el valor por defecto para este parámetro es `FALSE`.
31 | 
32 | ### Ejemplo {-}
33 | Suponga que queremos obtener el percentil 5, la mediana y el decil 8 pa la altura del grupo de estudiantes.
34 | 
35 | Se solicita el percentil 5, la mediana que es el percentil 50 y el decil 8 que corresponde al percentil 80, por lo tanto es necesario indicarle a la función `quantile` que calcule los cuantiles para las ubicaciones 0.05, 0.5 y 0.8, el código para obtener las tres medidas solicitadas es el siguiente.
36 | 
37 | ```{r}
38 | quantile(x=datos$altura, probs=c(0.05, 0.5, 0.8))
39 | ```
40 | 
41 | 
42 | 
43 | 
44 | 
45 | 


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/51_Aprox_Int.Rmd:
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 1 | # Aproximación de integrales {#aproxint}
 2 | 
 3 | En este capítulo se mostrará cómo aproximar integrales en una y varias dimensiones.
 4 | 
 5 | ## Aproximación de Laplace unidimensional
 6 | Esta aproximación es útil para obtener el valor de una integral usando la expansión de Taylor para una función $f(x)$ unimodal en $\Re$, en otras palabras lo que interesa es:
 7 | $$ I = \int_{-\infty}^{\infty} f(x) d(x)$$
 8 | Al hacer una expansión de Taylor de segundo orden para $\log(f(x))$ en su moda $x_0$ el resultado es:
 9 | $$ \log(f(x)) \approx \log(f(x_0)) + \frac{\log(f)^\prime(x_0)}{1!} (x-x_0) + \frac{\log(f)^{\prime \prime}(x_0)}{2!} (x-x_0)^2 $$
10 | El segundo término de la suma se anula porque $\log(f)^\prime(x_0)=0$ por ser $x_0$ el valor donde está el máximo de $\log(f(x))$. La expresión anterior se simplifica en:
11 | $$ \log(f(x)) \approx \log(f(x_0)) + \frac{\log(f)^{\prime \prime}(x_0)}{2!} (x-x_0)^2 $$
12 | al aislar $f(x)$ se tiene que
13 | 
14 | \begin{equation}
15 | f(x) \approx f(x_0)  \exp \left( -\frac{c}{2} (x-x_0)^2 \right)
16 | (\#eq:fx)
17 | \end{equation}
18 | 
19 | donde $c=-\frac{d^2}{dx^2} \log(f(x)) \bigg|_{x=x_0}$.
20 | 
21 | La expresión \@ref(eq:fx) se puede reescribir de manera que aparezca el núcleo de la función de densidad de la distribución normal con media $x_0$ y varianza $1/c$, a continuación la expresión
22 | 
23 | $$
24 | f(x) \approx f(x_0) \frac{\sqrt{2 \pi / c}}{\sqrt{2 \pi / c}}  \exp \left( -\frac{1}{2} \left( \frac{x-x_0}{1/\sqrt{c}} \right)^2 \right)
25 | $$
26 | Así al calcular la integral de $f(x)$ en $\Re$ se tiene que:
27 | 
28 | \begin{equation}
29 | I = \int_{-\infty}^{\infty} f(x) d(x) = f(x_0) \sqrt{2 \pi / c}
30 | (\#eq:aproxlaplace)
31 | \end{equation}
32 | 
33 | ### Ejemplo {-}
34 | Calcular la integral de $f(x)=\exp \left( -(x-1.5)^2 \right)$ en $\Re$ utilizando la aproximación de Laplace.
35 | 
36 | Primero vamos a dibujar la función $f(x)$ para ver en dónde está su moda $x_0$.
37 | 
38 | ```{r aprox1, fig.height=3, fig.width=4, fig.cap='Perfil de la función f(x).'}
39 | fun <- function(x) exp(-(x-1.5)^2)
40 | curve(fun, from=-5, to=5, ylab='f(x)', las=1)
41 | ```
42 | 
43 | Visualmente se nota que la moda está cerca del valor 1.5 y para determinar numéricamente el valor de la moda $x_0$ se usa la función `optimize`, los resultados se almacenan en el objeto `res`. El valor de la moda corresponde al elemento `maximum` del objeto `res`.
44 | 
45 | ```{r}
46 | res <- optimize(fun, interval=c(-10, 10), maximum=TRUE)
47 | res
48 | ```
49 | 
50 | Para determinar el valor de $c$ de la expresión \@ref(eq:aproxlaplace) se utiliza el siguiente código.
51 | 
52 | ```{r, message=FALSE}
53 | require("numDeriv")
54 | constant <- - as.numeric(hessian(fun, res$maximum))
55 | ```
56 | 
57 | Para obtener la aproximación de la integral se usa la expresión \@ref(eq:aproxlaplace) y para tener un punto de comparación se evalua la integral usando la función `integrate`, a continuación el código.
58 | 
59 | ```{r}
60 | fun(res$maximum) * sqrt(2*pi/constant)
61 | 
62 | integrate(fun, -Inf, Inf)  # Para comparar
63 | ```
64 | De los anteriores resultados vemos que la aproximación es buena.
65 | 
66 | 
67 | 


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/81_EmpiricalDistributions.Rmd:
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 1 | # Distribuciones empíricas {#empiricaldists}
 2 | 
 3 | En este capítulo se muestra la forma de crear distribuciones empíricas a partir de datos observados.
 4 | 
 5 | ## Una variable
 6 | 
 7 | Las funciones para obtener la densidad empírica $f_n(x)$ y la función de distribución acumulada empírica $F_n(x)$ de una variable cuantitativa son `density` y `ecdf` del paquete básico **stats**. A continuación al estructura de las funciones.
 8 | 
 9 | ```{r eval=FALSE}
10 | density(x, bw = "nrd0", adjust = 1,
11 |         kernel = c("gaussian", "epanechnikov", "rectangular",
12 |                    "triangular", "biweight",
13 |                    "cosine", "optcosine"),
14 |         weights = NULL, window = kernel, width,
15 |         give.Rkern = FALSE, subdensity = FALSE,
16 |         n = 512, from, to, cut = 3, na.rm = FALSE, ...)
17 | 
18 | ecdf(x)
19 | ```
20 | 
21 | ### Ejemplo {-}
22 | 
23 | Supongamos que se obtener una distribución empírica para la variable altura de los hombres de la base de datos __medidas del cuerpo__. 
24 | 
25 | ```{r}
26 | url <- 'https://raw.githubusercontent.com/fhernanb/datos/master/medidas_cuerpo'
27 | datos <- read.table(file=url, header=T)
28 | ```
29 | 
30 | *Solución*
31 | 
32 | ```{r}
33 | emp_f <- density(datos$altura)
34 | emp_F <- ecdf(datos$altura)
35 | ```
36 | 
37 | Ahora vamos a dibujar $f_n(x)$ y $F_n(x)$.
38 | 
39 | ```{r eval=FALSE}
40 | par(mfrow=c(1, 2))
41 | plot(emp_f, las=1, main="Empirical fn(x)", xlab="Altura", ylab="fn(x)")
42 | plot(emp_F, las=1, main="Empirical Fn(x)", xlab="Altura")
43 | ```
44 | 
45 | ```{r fnFn, echo=FALSE, fig.cap='fn(x) y Fn(x) para las alturas.', fig.height=4, fig.width=9}
46 | par(mfrow=c(1, 2))
47 | plot(emp_f, las=1, main="Empirical fn(x)", xlab="Altura", ylab="fn(x)")
48 | segments(x0=170, y0=0, x1 = 170, y1 = 0.030, 
49 |          lty="dashed", col="lightblue")
50 | plot(emp_F, las=1, main="Empirical Fn(x)", xlab="Altura")
51 | segments(x0=170, y0=0, x1 = 170, y1 = 0.416, 
52 |          lty="dashed", col="lightblue")
53 | segments(x0=170, y0=0.416, x1 = 140, y1 = 0.416, 
54 |          lty="dashed", col="lightblue")
55 | ```
56 | 
57 | 
58 | ¿Cuál será el valor de $P(Altura \leq 170)$?
59 | 
60 | Para responder esta pregunta podemos hacerlo de varias maneras:
61 | 
62 | - Observando la figura de $f_n(x)$. Al subir desde Altura = 170 chocamos con la curva y calculamos el área bajo la curva y a la izquierda de 170.
63 | - Observando la figura de $F_n(x)$. Al subir desde Altura = 170 chocamos con la curva a una altura aproximada de 0.41.
64 | - Evaluando 170 en la función `emp_F` así:
65 | 
66 | ```{r}
67 | emp_F(170)
68 | ```
69 | 
70 | De ambas formas se llega a que $P(Altura \leq 170) = 0.4166$.
71 | 
72 | 


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/999-references.Rmd:
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 1 | `r if (knitr:::is_html_output()) '# References {-}'`
 2 | 
 3 | ```{r include=FALSE}
 4 | # generate a BibTeX database automatically for some R packages
 5 | knitr::write_bib(c(
 6 |   .packages(), 'bookdown', 'knitr', 'rmarkdown'
 7 | ), 'packages.bib')
 8 | ```
 9 | 
10 | 


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/99_Curiosidades.Rmd:
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 1 | ---
 2 | output: html_document
 3 | runtime: shiny
 4 | ---
 5 | # Curiosidades {#curio}
 6 | 
 7 | En este capítulo se mostrarán algunos procedimientos de R para solucionar problemas frecuentes.
 8 | 
 9 | ## ¿Cómo verificar si un paquete no está instalado para instalarlo de forma automática?
10 | Muchas veces compartimos código de R con otros colegas y si ellos no tienen instalados ciertos paquetes el código no funcionará. Para evitar ese problema podemos colocar al inicio del código unas líneas que chequeen si ciertos paquetes están instalados o no, si están instalados, se cargan esos paquetes y caso contrario, el código instala los paquetes y luego los carga, todo de forma automática sin que el usuario tenga que identificar los paquetes que le faltan.
11 | 
12 | ### Ejemplo {-}
13 | El código mostrado abajo revisa si los paquetes `knitr`, `png` y `markdown` están instalados e instala los ausentes y luego carga todos los paquetes que estén en el vector `packages`.
14 | 
15 | ```{r, eval=FALSE, include=TRUE}
16 | packages <-  c("knitr", "png", "markdown")
17 | package.check <- lapply(packages, FUN = function(x) {
18 |   if (!require(x, character.only = TRUE)) {
19 |     install.packages(x, dependencies = TRUE)
20 |     library(x, character.only = TRUE)
21 |   }
22 | })
23 | ```
24 | 
25 | 


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/BD_Excel.xlsx:
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https://raw.githubusercontent.com/fhernanb/Manual-de-R/99c710f9a669c5fdfdee879ecf43201ac4e1c0a6/BD_Excel.xlsx


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/DESCRIPTION:
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1 | Package: manual-de-r
2 | Title: Manual de R
3 | Version: 0.0.0.9000
4 | Authors@R: c(person("Freddy", "Hernandez", email = "fhernanb@unal.edu.co", role = c("aut", "cre")),
5 |              person("Olga", "Usuga", email = "olga.usuga@udea.edu.co", role = c("aut")))
6 | Depends: R (>= 3.3.0)
7 | Imports:
8 |   bookdown


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/Dockerfile:
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1 | FROM conoria/alpine-r-bookdown
2 | 
3 | WORKDIR /usr/src
4 | 
5 | COPY . .
6 | 
7 | RUN R -q -e 'bookdown::render_book("index.Rmd", "bookdown::gitbook")' && mv _book /public
8 | 


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/LICENSE:
--------------------------------------------------------------------------------
 1 | MIT License
 2 | 
 3 | Copyright (c) 2016 Yihui Xie
 4 | 
 5 | Permission is hereby granted, free of charge, to any person obtaining a copy
 6 | of this software and associated documentation files (the "Software"), to deal
 7 | in the Software without restriction, including without limitation the rights
 8 | to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
 9 | copies of the Software, and to permit persons to whom the Software is
10 | furnished to do so, subject to the following conditions:
11 | 
12 | The above copyright notice and this permission notice shall be included in all
13 | copies or substantial portions of the Software.
14 | 
15 | THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
16 | IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
17 | FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
18 | AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
19 | LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
20 | OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
21 | SOFTWARE.
22 | 


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/Manual-de-R.Rproj:
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 1 | Version: 1.0
 2 | 
 3 | RestoreWorkspace: Default
 4 | SaveWorkspace: Default
 5 | AlwaysSaveHistory: Default
 6 | 
 7 | EnableCodeIndexing: Yes
 8 | UseSpacesForTab: Yes
 9 | NumSpacesForTab: 2
10 | Encoding: UTF-8
11 | 
12 | RnwWeave: knitr
13 | LaTeX: XeLaTeX
14 | 
15 | BuildType: Website
16 | 


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/README.md:
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1 | ## Manual de R
2 | 
3 | <p align="center">
4 |   <img src="images/portada.png" width="250">
5 | </p>
6 | 
7 | El libro puede ser consultado en este [enlace](https://fhernanb.github.io/Manual-de-R) 
8 | 
9 | 


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1 | book_filename: Manual_de_R
2 | language:
3 |   ui:
4 |     chapter_name: ""
5 | delete_merged_file: true
6 | output_dir: "docs"
7 | 


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/_build.sh:
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1 | #!/bin/sh
2 | 
3 | set -ev
4 | 
5 | Rscript -e "bookdown::render_book('index.Rmd', 'bookdown::gitbook')"
6 | Rscript -e "bookdown::render_book('index.Rmd', 'bookdown::pdf_book')"
7 | Rscript -e "bookdown::render_book('index.Rmd', 'bookdown::epub_book')"
8 | 
9 | 


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/_config.yml:
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1 | theme: jekyll-theme-tactile


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/_deploy.sh:
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 1 | #!/bin/sh
 2 | 
 3 | set -e
 4 | 
 5 | [ -z "${GITHUB_PAT}" ] && exit 0
 6 | [ "${TRAVIS_BRANCH}" != "master" ] && exit 0
 7 | 
 8 | git config --global user.email "xie@yihui.name"
 9 | git config --global user.name "Yihui Xie"
10 | 
11 | git clone -b gh-pages https://${GITHUB_PAT}@github.com/${TRAVIS_REPO_SLUG}.git book-output
12 | cd book-output
13 | cp -r ../_book/* ./
14 | git add --all *
15 | git commit -m"Update the book" || true
16 | git push -q origin gh-pages
17 | 


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1 | bookdown::gitbook:
2 |   css: style.css
3 |   config:
4 |     toc:
5 |       before: |
6 |         <li><a href="./">Manual de R</a></li>
7 |       after: |
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9 |     edit: https://github.com/fhernanb/Manual-de-R/edit/master/%s


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/book.bib:
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 1 | @Book{xie2015,
 2 |   title = {Dynamic Documents with {R} and knitr},
 3 |   author = {Yihui Xie},
 4 |   publisher = {Chapman and Hall/CRC},
 5 |   address = {Boca Raton, Florida},
 6 |   year = {2015},
 7 |   edition = {2nd},
 8 |   note = {ISBN 978-1498716963},
 9 |   url = {http://yihui.name/knitr/},
10 | }
11 | 
12 | @Book{rpackages,
13 |   title     = {R Packages},
14 |   publisher = {O'Reilly Media, Inc.},
15 |   year      = {2015},
16 |   author    = {Hadley Wickham},
17 | }
18 | 
19 | @Book{hernandez_correa,
20 |   title = {Gráficos con {R}},
21 |   author = {Hernández, F. \& Correa, J.},
22 |   publisher = {Universidad Nacional de Colombia},
23 |   address = {Medellín, Colombia},
24 |   year = {2018},
25 |   edition = {primera},
26 |   note = {ISBN xxx-xxxxxxxxx},
27 |   url = {https://fhernanb.github.io/Graficos-con-R/},
28 | }
29 | 
30 | @Article{Akaike74,
31 |   AUTHOR =       {Akaike, H.},
32 |   TITLE =        {{A new look at the statistical model identification}},
33 |   JOURNAL =      {IEEE Transactions on Automatic Control},
34 |   YEAR =         {1974},
35 |   volume =       {19},
36 |   number =       {6},
37 |   pages =        {716-723},
38 | }
39 | 
40 | @Article{Akaike83,
41 |   AUTHOR =       {Akaike, H.},
42 |   TITLE =        {{Information measures and model selection}},
43 |   JOURNAL =      {Bulletin of the International Statistical Institute},
44 |   YEAR =         {1983},
45 |   volume =       {50},
46 |   pages =        {277-290},
47 | }
48 | 
49 | @Article{Schwarz,
50 |   AUTHOR =       {Schwarz, G.},
51 |   TITLE =        {{Estimating the dimension of a model}},
52 |   JOURNAL =      {Annals of Statistics},
53 |   YEAR =         {1978},
54 |   volume =       {6},
55 |   number =       {2},
56 |   pages =        {461-464},
57 | }
58 | 
59 | @article{Fisher22,
60 |  ISSN = {02643952},
61 |  URL = {http://www.jstor.org/stable/91208},
62 |  author = {R. A. Fisher},
63 |  journal = {Philosophical Transactions of the Royal Society of London. Series A, Containing Papers of a Mathematical or Physical Character},
64 |  pages = {309--368},
65 |  publisher = {The Royal Society},
66 |  title = {On the Mathematical Foundations of Theoretical Statistics},
67 |  volume = {222},
68 |  year = {1922}
69 | }
70 | 
71 | @book{pawitan_2013, place={Oxford}, title={In all likelihood: statistical modelling and inference using likelihood}, publisher={Oxford University Press}, author={Pawitan, Yudi}, year={2013}}
72 | 
73 | 
74 | @Manual{nortest,
75 |     title = {nortest: Tests for Normality},
76 |     author = {Juergen Gross and Uwe Ligges},
77 |     year = {2015},
78 |     note = {R package version 1.0-4},
79 |     url = {https://CRAN.R-project.org/package=nortest},
80 |   }
81 | 
82 | 
83 | 
84 | 
85 | 


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1 | /* Styles for section anchors */
2 | a.anchor-section {margin-left: 10px; visibility: hidden; color: inherit;}
3 | a.anchor-section::before {content: '#';}
4 | .hasAnchor:hover a.anchor-section {visibility: visible;}
5 | ul > li > .anchor-section {display: none;}
6 | 


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/docs/libs/anchor-sections-1.0.1/anchor-sections.js:
--------------------------------------------------------------------------------
 1 | // Anchor sections v1.0 written by Atsushi Yasumoto on Oct 3rd, 2020.
 2 | document.addEventListener('DOMContentLoaded', function() {
 3 |   // Do nothing if AnchorJS is used
 4 |   if (typeof window.anchors === 'object' && anchors.hasOwnProperty('hasAnchorJSLink')) {
 5 |     return;
 6 |   }
 7 | 
 8 |   const h = document.querySelectorAll('h1, h2, h3, h4, h5, h6');
 9 | 
10 |   // Do nothing if sections are already anchored
11 |   if (Array.from(h).some(x => x.classList.contains('hasAnchor'))) {
12 |     return null;
13 |   }
14 | 
15 |   // Use section id when pandoc runs with --section-divs
16 |   const section_id = function(x) {
17 |     return ((x.classList.contains('section') || (x.tagName === 'SECTION'))
18 |             ? x.id : '');
19 |   };
20 | 
21 |   // Add anchors
22 |   h.forEach(function(x) {
23 |     const id = x.id || section_id(x.parentElement);
24 |     if (id === '' || x.matches(':empty')) {
25 |       return null;
26 |     }
27 |     let anchor = document.createElement('a');
28 |     anchor.href = '#' + id;
29 |     anchor.classList = ['anchor-section'];
30 |     x.classList.add('hasAnchor');
31 |     x.appendChild(anchor);
32 |   });
33 | });
34 | 


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/docs/libs/anchor-sections-1.0/anchor-sections.css:
--------------------------------------------------------------------------------
1 | /* Styles for section anchors */
2 | a.anchor-section {margin-left: 10px; visibility: hidden; color: inherit;}
3 | a.anchor-section::before {content: '#';}
4 | .hasAnchor:hover a.anchor-section {visibility: visible;}
5 | 


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/docs/libs/anchor-sections-1.0/anchor-sections.js:
--------------------------------------------------------------------------------
 1 | // Anchor sections v1.0 written by Atsushi Yasumoto on Oct 3rd, 2020.
 2 | document.addEventListener('DOMContentLoaded', function() {
 3 |   // Do nothing if AnchorJS is used
 4 |   if (typeof window.anchors === 'object' && anchors.hasOwnProperty('hasAnchorJSLink')) {
 5 |     return;
 6 |   }
 7 | 
 8 |   const h = document.querySelectorAll('h1, h2, h3, h4, h5, h6');
 9 | 
10 |   // Do nothing if sections are already anchored
11 |   if (Array.from(h).some(x => x.classList.contains('hasAnchor'))) {
12 |     return null;
13 |   }
14 | 
15 |   // Use section id when pandoc runs with --section-divs
16 |   const section_id = function(x) {
17 |     return ((x.classList.contains('section') || (x.tagName === 'SECTION'))
18 |             ? x.id : '');
19 |   };
20 | 
21 |   // Add anchors
22 |   h.forEach(function(x) {
23 |     const id = x.id || section_id(x.parentElement);
24 |     if (id === '') {
25 |       return null;
26 |     }
27 |     let anchor = document.createElement('a');
28 |     anchor.href = '#' + id;
29 |     anchor.classList = ['anchor-section'];
30 |     x.classList.add('hasAnchor');
31 |     x.appendChild(anchor);
32 |   });
33 | });
34 | 


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/docs/libs/anchor-sections-1.1.0/anchor-sections-hash.css:
--------------------------------------------------------------------------------
1 | /* Styles for section anchors */
2 | a.anchor-section::before {content: '#';font-size: 80%;}
3 | 


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/docs/libs/anchor-sections-1.1.0/anchor-sections.css:
--------------------------------------------------------------------------------
1 | /* Styles for section anchors */
2 | a.anchor-section {margin-left: 10px; visibility: hidden; color: inherit;}
3 | .hasAnchor:hover a.anchor-section {visibility: visible;}
4 | ul > li > .anchor-section {display: none;}
5 | 


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/docs/libs/anchor-sections-1.1.0/anchor-sections.js:
--------------------------------------------------------------------------------
 1 | document.addEventListener('DOMContentLoaded', function () {
 2 |   // If section divs is used, we need to put the anchor in the child header
 3 |   const headers = document.querySelectorAll("div.hasAnchor.section[class*='level'] > :first-child")
 4 | 
 5 |   headers.forEach(function (x) {
 6 |     // Add to the header node
 7 |     if (!x.classList.contains('hasAnchor')) x.classList.add('hasAnchor')
 8 |     // Remove from the section or div created by Pandoc
 9 |     x.parentElement.classList.remove('hasAnchor')
10 |   })
11 | })
12 | 


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/docs/libs/crosstalk-1.2.0/css/crosstalk.min.css:
--------------------------------------------------------------------------------
1 | .container-fluid.crosstalk-bscols{margin-left:-30px;margin-right:-30px;white-space:normal}body>.container-fluid.crosstalk-bscols{margin-left:auto;margin-right:auto}.crosstalk-input-checkboxgroup .crosstalk-options-group .crosstalk-options-column{display:inline-block;padding-right:12px;vertical-align:top}@media only screen and (max-width: 480px){.crosstalk-input-checkboxgroup .crosstalk-options-group .crosstalk-options-column{display:block;padding-right:inherit}}.crosstalk-input{margin-bottom:15px}.crosstalk-input .control-label{margin-bottom:0;vertical-align:middle}.crosstalk-input input[type="checkbox"]{margin:4px 0 0;margin-top:1px;line-height:normal}.crosstalk-input .checkbox{position:relative;display:block;margin-top:10px;margin-bottom:10px}.crosstalk-input .checkbox>label{padding-left:20px;margin-bottom:0;font-weight:400;cursor:pointer}.crosstalk-input .checkbox input[type="checkbox"],.crosstalk-input .checkbox-inline input[type="checkbox"]{position:absolute;margin-top:2px;margin-left:-20px}.crosstalk-input .checkbox+.checkbox{margin-top:-5px}.crosstalk-input .checkbox-inline{position:relative;display:inline-block;padding-left:20px;margin-bottom:0;font-weight:400;vertical-align:middle;cursor:pointer}.crosstalk-input .checkbox-inline+.checkbox-inline{margin-top:0;margin-left:10px}
2 | 


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/docs/libs/crosstalk-1.2.1/css/crosstalk.min.css:
--------------------------------------------------------------------------------
1 | .container-fluid.crosstalk-bscols{margin-left:-30px;margin-right:-30px;white-space:normal}body>.container-fluid.crosstalk-bscols{margin-left:auto;margin-right:auto}.crosstalk-input-checkboxgroup .crosstalk-options-group .crosstalk-options-column{display:inline-block;padding-right:12px;vertical-align:top}@media only screen and (max-width: 480px){.crosstalk-input-checkboxgroup .crosstalk-options-group .crosstalk-options-column{display:block;padding-right:inherit}}.crosstalk-input{margin-bottom:15px}.crosstalk-input .control-label{margin-bottom:0;vertical-align:middle}.crosstalk-input input[type="checkbox"]{margin:4px 0 0;margin-top:1px;line-height:normal}.crosstalk-input .checkbox{position:relative;display:block;margin-top:10px;margin-bottom:10px}.crosstalk-input .checkbox>label{padding-left:20px;margin-bottom:0;font-weight:400;cursor:pointer}.crosstalk-input .checkbox input[type="checkbox"],.crosstalk-input .checkbox-inline input[type="checkbox"]{position:absolute;margin-top:2px;margin-left:-20px}.crosstalk-input .checkbox+.checkbox{margin-top:-5px}.crosstalk-input .checkbox-inline{position:relative;display:inline-block;padding-left:20px;margin-bottom:0;font-weight:400;vertical-align:middle;cursor:pointer}.crosstalk-input .checkbox-inline+.checkbox-inline{margin-top:0;margin-left:10px}
2 | 


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/docs/libs/gitbook-2.6.7/css/fontawesome/fontawesome-webfont.ttf:
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/docs/libs/gitbook-2.6.7/css/plugin-bookdown.css:
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  1 | .book .book-header h1 {
  2 |   padding-left: 20px;
  3 |   padding-right: 20px;
  4 | }
  5 | .book .book-header.fixed {
  6 |   position: fixed;
  7 |   right: 0;
  8 |   top: 0;
  9 |   left: 0;
 10 |   border-bottom: 1px solid rgba(0,0,0,.07);
 11 | }
 12 | span.search-highlight {
 13 |   background-color: #ffff88;
 14 | }
 15 | @media (min-width: 600px) {
 16 |   .book.with-summary .book-header.fixed {
 17 |     left: 300px;
 18 |   }
 19 | }
 20 | @media (max-width: 1240px) {
 21 |   .book .book-body.fixed {
 22 |     top: 50px;
 23 |   }
 24 |   .book .book-body.fixed .body-inner {
 25 |     top: auto;
 26 |   }
 27 | }
 28 | @media (max-width: 600px) {
 29 |   .book.with-summary .book-header.fixed {
 30 |     left: calc(100% - 60px);
 31 |     min-width: 300px;
 32 |   }
 33 |   .book.with-summary .book-body {
 34 |     transform: none;
 35 |     left: calc(100% - 60px);
 36 |     min-width: 300px;
 37 |   }
 38 |   .book .book-body.fixed {
 39 |     top: 0;
 40 |   }
 41 | }
 42 | 
 43 | .book .book-body.fixed .body-inner {
 44 |   top: 50px;
 45 | }
 46 | .book .book-body .page-wrapper .page-inner section.normal sub, .book .book-body .page-wrapper .page-inner section.normal sup {
 47 |   font-size: 85%;
 48 | }
 49 | 
 50 | @media print {
 51 |   .book .book-summary, .book .book-body .book-header, .fa {
 52 |     display: none !important;
 53 |   }
 54 |   .book .book-body.fixed {
 55 |     left: 0px;
 56 |   }
 57 |   .book .book-body,.book .book-body .body-inner, .book.with-summary {
 58 |     overflow: visible !important;
 59 |   }
 60 | }
 61 | .kable_wrapper {
 62 |   border-spacing: 20px 0;
 63 |   border-collapse: separate;
 64 |   border: none;
 65 |   margin: auto;
 66 | }
 67 | .kable_wrapper > tbody > tr > td {
 68 |   vertical-align: top;
 69 | }
 70 | .book .book-body .page-wrapper .page-inner section.normal table tr.header {
 71 |   border-top-width: 2px;
 72 | }
 73 | .book .book-body .page-wrapper .page-inner section.normal table tr:last-child td {
 74 |   border-bottom-width: 2px;
 75 | }
 76 | .book .book-body .page-wrapper .page-inner section.normal table td, .book .book-body .page-wrapper .page-inner section.normal table th {
 77 |   border-left: none;
 78 |   border-right: none;
 79 | }
 80 | .book .book-body .page-wrapper .page-inner section.normal table.kable_wrapper > tbody > tr, .book .book-body .page-wrapper .page-inner section.normal table.kable_wrapper > tbody > tr > td {
 81 |   border-top: none;
 82 | }
 83 | .book .book-body .page-wrapper .page-inner section.normal table.kable_wrapper > tbody > tr:last-child > td {
 84 |     border-bottom: none;
 85 | }
 86 | 
 87 | div.theorem, div.lemma, div.corollary, div.proposition, div.conjecture {
 88 |   font-style: italic;
 89 | }
 90 | span.theorem, span.lemma, span.corollary, span.proposition, span.conjecture {
 91 |   font-style: normal;
 92 | }
 93 | div.proof>*:last-child:after {
 94 |   content: "\25a2";
 95 |   float: right;
 96 | }
 97 | .header-section-number {
 98 |   padding-right: .5em;
 99 | }
100 | #header .multi-author {
101 |   margin: 0.5em 0 -0.5em 0;
102 | }
103 | #header .date {
104 |   margin-top: 1.5em;
105 | }
106 | 


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/docs/libs/gitbook-2.6.7/css/plugin-clipboard.css:
--------------------------------------------------------------------------------
 1 | div.sourceCode {
 2 |   position: relative;
 3 | }
 4 | 
 5 | .copy-to-clipboard-button {
 6 |   position: absolute;
 7 |   right: 0;
 8 |   top: 0;
 9 |   visibility: hidden;
10 | }
11 | 
12 | .copy-to-clipboard-button:focus {
13 |   outline: 0;
14 | }
15 | 
16 | div.sourceCode:hover > .copy-to-clipboard-button {
17 |   visibility: visible;
18 | }
19 | 


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/docs/libs/gitbook-2.6.7/css/plugin-search.css:
--------------------------------------------------------------------------------
 1 | .book .book-summary .book-search {
 2 |   padding: 6px;
 3 |   background: transparent;
 4 |   position: absolute;
 5 |   top: -50px;
 6 |   left: 0px;
 7 |   right: 0px;
 8 |   transition: top 0.5s ease;
 9 | }
10 | .book .book-summary .book-search input,
11 | .book .book-summary .book-search input:focus,
12 | .book .book-summary .book-search input:hover {
13 |   width: 100%;
14 |   background: transparent;
15 |   border: 1px solid #ccc;
16 |   box-shadow: none;
17 |   outline: none;
18 |   line-height: 22px;
19 |   padding: 7px 4px;
20 |   color: inherit;
21 |   box-sizing: border-box;
22 | }
23 | .book.with-search .book-summary .book-search {
24 |   top: 0px;
25 | }
26 | .book.with-search .book-summary ul.summary {
27 |   top: 50px;
28 | }
29 | .with-search .summary li[data-level] a[href*=".html#"] {
30 |   display: none;
31 | }
32 | 


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/docs/libs/gitbook-2.6.7/css/plugin-table.css:
--------------------------------------------------------------------------------
1 | .book .book-body .page-wrapper .page-inner section.normal table{display:table;width:100%;border-collapse:collapse;border-spacing:0;overflow:auto}.book .book-body .page-wrapper .page-inner section.normal table td,.book .book-body .page-wrapper .page-inner section.normal table th{padding:6px 13px;border:1px solid #ddd}.book .book-body .page-wrapper .page-inner section.normal table tr{background-color:#fff;border-top:1px solid #ccc}.book .book-body .page-wrapper .page-inner section.normal table tr:nth-child(2n){background-color:#f8f8f8}.book .book-body .page-wrapper .page-inner section.normal table th{font-weight:700}
2 | 


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/docs/libs/gitbook-2.6.7/js/jquery.highlight.js:
--------------------------------------------------------------------------------
 1 | gitbook.require(["jQuery"], function(jQuery) {
 2 | 
 3 | /*
 4 |  * jQuery Highlight plugin
 5 |  *
 6 |  * Based on highlight v3 by Johann Burkard
 7 |  * http://johannburkard.de/blog/programming/javascript/highlight-javascript-text-higlighting-jquery-plugin.html
 8 |  *
 9 |  * Code a little bit refactored and cleaned (in my humble opinion).
10 |  * Most important changes:
11 |  *  - has an option to highlight only entire words (wordsOnly - false by default),
12 |  *  - has an option to be case sensitive (caseSensitive - false by default)
13 |  *  - highlight element tag and class names can be specified in options
14 |  *
15 |  * Copyright (c) 2009 Bartek Szopka
16 |  *
17 |  * Licensed under MIT license.
18 |  *
19 |  */
20 | 
21 | jQuery.extend({
22 |     highlight: function (node, re, nodeName, className) {
23 |         if (node.nodeType === 3) {
24 |             var match = node.data.match(re);
25 |             if (match) {
26 |                 var highlight = document.createElement(nodeName || 'span');
27 |                 highlight.className = className || 'highlight';
28 |                 var wordNode = node.splitText(match.index);
29 |                 wordNode.splitText(match[0].length);
30 |                 var wordClone = wordNode.cloneNode(true);
31 |                 highlight.appendChild(wordClone);
32 |                 wordNode.parentNode.replaceChild(highlight, wordNode);
33 |                 return 1; //skip added node in parent
34 |             }
35 |         } else if ((node.nodeType === 1 && node.childNodes) && // only element nodes that have children
36 |                 !/(script|style)/i.test(node.tagName) && // ignore script and style nodes
37 |                 !(node.tagName === nodeName.toUpperCase() && node.className === className)) { // skip if already highlighted
38 |             for (var i = 0; i < node.childNodes.length; i++) {
39 |                 i += jQuery.highlight(node.childNodes[i], re, nodeName, className);
40 |             }
41 |         }
42 |         return 0;
43 |     }
44 | });
45 | 
46 | jQuery.fn.unhighlight = function (options) {
47 |     var settings = { className: 'highlight', element: 'span' };
48 |     jQuery.extend(settings, options);
49 | 
50 |     return this.find(settings.element + "." + settings.className).each(function () {
51 |         var parent = this.parentNode;
52 |         parent.replaceChild(this.firstChild, this);
53 |         parent.normalize();
54 |     }).end();
55 | };
56 | 
57 | jQuery.fn.highlight = function (words, options) {
58 |     var settings = { className: 'highlight', element: 'span', caseSensitive: false, wordsOnly: false };
59 |     jQuery.extend(settings, options);
60 | 
61 |     if (words.constructor === String) {
62 |         words = [words];
63 |         // also match 'foo-bar' if search for 'foo bar'
64 |         if (/\s/.test(words[0])) words.push(words[0].replace(/\s+/, '-'));
65 |     }
66 |     words = jQuery.grep(words, function(word, i){
67 |       return word !== '';
68 |     });
69 |     words = jQuery.map(words, function(word, i) {
70 |       return word.replace(/[-[\]{}()*+?.,\\^$|#\s]/g, "\\$&");
71 |     });
72 |     if (words.length === 0) { return this; }
73 | 
74 |     var flag = settings.caseSensitive ? "" : "i";
75 |     var pattern = "(" + words.join("|") + ")";
76 |     if (settings.wordsOnly) {
77 |         pattern = "\\b" + pattern + "\\b";
78 |     }
79 |     var re = new RegExp(pattern, flag);
80 | 
81 |     return this.each(function () {
82 |         jQuery.highlight(this, re, settings.element, settings.className);
83 |     });
84 | };
85 | 
86 | });
87 | 


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/docs/libs/gitbook-2.6.7/js/plugin-clipboard.js:
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 1 | gitbook.require(["gitbook", "jQuery"], function(gitbook, $) {
 2 | 
 3 |   var copyButton = '<button type="button" class="copy-to-clipboard-button" title="Copy to clipboard" aria-label="Copy to clipboard"><i class="fa fa-copy"></i></button>';
 4 |   var clipboard;
 5 | 
 6 |   gitbook.events.bind("page.change", function() {
 7 | 
 8 |     if (!ClipboardJS.isSupported()) return;
 9 | 
10 |     // the page.change event is thrown twice: before and after the page changes
11 |     if (clipboard) {
12 |       // clipboard is already defined but we are on the same page
13 |       if (clipboard._prevPage === window.location.pathname) return;
14 |       // clipboard is already defined and url path change
15 |       // we can deduct that we are before page changes
16 |       clipboard.destroy(); // destroy the previous events listeners
17 |       clipboard = undefined; // reset the clipboard object
18 |       return;
19 |     }
20 | 
21 |     $(copyButton).prependTo("div.sourceCode");
22 | 
23 |     clipboard = new ClipboardJS(".copy-to-clipboard-button", {
24 |       text: function(trigger) {
25 |         return trigger.parentNode.textContent;
26 |       }
27 |     });
28 | 
29 |     clipboard._prevPage = window.location.pathname
30 | 
31 |   });
32 | 
33 | });
34 | 


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/docs/libs/gitbook-2.6.7/js/plugin-fontsettings.js:
--------------------------------------------------------------------------------
  1 | gitbook.require(["gitbook", "lodash", "jQuery"], function(gitbook, _, $) {
  2 |     var fontState;
  3 | 
  4 |     var THEMES = {
  5 |         "white": 0,
  6 |         "sepia": 1,
  7 |         "night": 2
  8 |     };
  9 | 
 10 |     var FAMILY = {
 11 |         "serif": 0,
 12 |         "sans": 1
 13 |     };
 14 | 
 15 |     // Save current font settings
 16 |     function saveFontSettings() {
 17 |         gitbook.storage.set("fontState", fontState);
 18 |         update();
 19 |     }
 20 | 
 21 |     // Increase font size
 22 |     function enlargeFontSize(e) {
 23 |         e.preventDefault();
 24 |         if (fontState.size >= 4) return;
 25 | 
 26 |         fontState.size++;
 27 |         saveFontSettings();
 28 |     };
 29 | 
 30 |     // Decrease font size
 31 |     function reduceFontSize(e) {
 32 |         e.preventDefault();
 33 |         if (fontState.size <= 0) return;
 34 | 
 35 |         fontState.size--;
 36 |         saveFontSettings();
 37 |     };
 38 | 
 39 |     // Change font family
 40 |     function changeFontFamily(index, e) {
 41 |         e.preventDefault();
 42 | 
 43 |         fontState.family = index;
 44 |         saveFontSettings();
 45 |     };
 46 | 
 47 |     // Change type of color
 48 |     function changeColorTheme(index, e) {
 49 |         e.preventDefault();
 50 | 
 51 |         var $book = $(".book");
 52 | 
 53 |         if (fontState.theme !== 0)
 54 |             $book.removeClass("color-theme-"+fontState.theme);
 55 | 
 56 |         fontState.theme = index;
 57 |         if (fontState.theme !== 0)
 58 |             $book.addClass("color-theme-"+fontState.theme);
 59 | 
 60 |         saveFontSettings();
 61 |     };
 62 | 
 63 |     function update() {
 64 |         var $book = gitbook.state.$book;
 65 | 
 66 |         $(".font-settings .font-family-list li").removeClass("active");
 67 |         $(".font-settings .font-family-list li:nth-child("+(fontState.family+1)+")").addClass("active");
 68 | 
 69 |         $book[0].className = $book[0].className.replace(/\bfont-\S+/g, '');
 70 |         $book.addClass("font-size-"+fontState.size);
 71 |         $book.addClass("font-family-"+fontState.family);
 72 | 
 73 |         if(fontState.theme !== 0) {
 74 |             $book[0].className = $book[0].className.replace(/\bcolor-theme-\S+/g, '');
 75 |             $book.addClass("color-theme-"+fontState.theme);
 76 |         }
 77 |     };
 78 | 
 79 |     function init(config) {
 80 |         var $bookBody, $book;
 81 | 
 82 |         //Find DOM elements.
 83 |         $book = gitbook.state.$book;
 84 |         $bookBody = $book.find(".book-body");
 85 | 
 86 |         // Instantiate font state object
 87 |         fontState = gitbook.storage.get("fontState", {
 88 |             size: config.size || 2,
 89 |             family: FAMILY[config.family || "sans"],
 90 |             theme: THEMES[config.theme || "white"]
 91 |         });
 92 | 
 93 |         update();
 94 |     };
 95 | 
 96 | 
 97 |     gitbook.events.bind("start", function(e, config) {
 98 |         var opts = config.fontsettings;
 99 |         if (!opts) return;
100 |         
101 |         // Create buttons in toolbar
102 |         gitbook.toolbar.createButton({
103 |             icon: 'fa fa-font',
104 |             label: 'Font Settings',
105 |             className: 'font-settings',
106 |             dropdown: [
107 |                 [
108 |                     {
109 |                         text: 'A',
110 |                         className: 'font-reduce',
111 |                         onClick: reduceFontSize
112 |                     },
113 |                     {
114 |                         text: 'A',
115 |                         className: 'font-enlarge',
116 |                         onClick: enlargeFontSize
117 |                     }
118 |                 ],
119 |                 [
120 |                     {
121 |                         text: 'Serif',
122 |                         onClick: _.partial(changeFontFamily, 0)
123 |                     },
124 |                     {
125 |                         text: 'Sans',
126 |                         onClick: _.partial(changeFontFamily, 1)
127 |                     }
128 |                 ],
129 |                 [
130 |                     {
131 |                         text: 'White',
132 |                         onClick: _.partial(changeColorTheme, 0)
133 |                     },
134 |                     {
135 |                         text: 'Sepia',
136 |                         onClick: _.partial(changeColorTheme, 1)
137 |                     },
138 |                     {
139 |                         text: 'Night',
140 |                         onClick: _.partial(changeColorTheme, 2)
141 |                     }
142 |                 ]
143 |             ]
144 |         });
145 | 
146 | 
147 |         // Init current settings
148 |         init(opts);
149 |     });
150 | });
151 | 
152 | 
153 | 


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/docs/libs/gitbook-2.6.7/js/plugin-sharing.js:
--------------------------------------------------------------------------------
  1 | gitbook.require(["gitbook", "lodash", "jQuery"], function(gitbook, _, $) {
  2 |     var SITES = {
  3 |         'github': {
  4 |             'label': 'Github',
  5 |             'icon': 'fa fa-github',
  6 |             'onClick': function(e) {
  7 |                 e.preventDefault();
  8 |                 var repo = $('meta[name="github-repo"]').attr('content');
  9 |                 if (typeof repo === 'undefined') throw("Github repo not defined");
 10 |                 window.open("https://github.com/"+repo);
 11 |             }
 12 |         },
 13 |         'facebook': {
 14 |             'label': 'Facebook',
 15 |             'icon': 'fa fa-facebook',
 16 |             'onClick': function(e) {
 17 |                 e.preventDefault();
 18 |                 window.open("http://www.facebook.com/sharer/sharer.php?u="+encodeURIComponent(location.href));
 19 |             }
 20 |         },
 21 |         'twitter': {
 22 |             'label': 'Twitter',
 23 |             'icon': 'fa fa-twitter',
 24 |             'onClick': function(e) {
 25 |                 e.preventDefault();
 26 |                 window.open("http://twitter.com/intent/tweet?text="+encodeURIComponent(document.title)+"&url="+encodeURIComponent(location.href)+"&hashtags=rmarkdown,bookdown");
 27 |             }
 28 |         },
 29 |         'linkedin': {
 30 |             'label': 'LinkedIn',
 31 |             'icon': 'fa fa-linkedin',
 32 |             'onClick': function(e) {
 33 |                 e.preventDefault();
 34 |                 window.open("https://www.linkedin.com/shareArticle?mini=true&url="+encodeURIComponent(location.href)+"&title="+encodeURIComponent(document.title));
 35 |             }
 36 |         },
 37 |         'weibo': {
 38 |             'label': 'Weibo',
 39 |             'icon': 'fa fa-weibo',
 40 |             'onClick': function(e) {
 41 |                 e.preventDefault();
 42 |                 window.open("http://service.weibo.com/share/share.php?content=utf-8&url="+encodeURIComponent(location.href)+"&title="+encodeURIComponent(document.title));
 43 |             }
 44 |         },
 45 |         'instapaper': {
 46 |             'label': 'Instapaper',
 47 |             'icon': 'fa fa-italic',
 48 |             'onClick': function(e) {
 49 |                 e.preventDefault();
 50 |                 window.open("http://www.instapaper.com/text?u="+encodeURIComponent(location.href));
 51 |             }
 52 |         },
 53 |         'vk': {
 54 |             'label': 'VK',
 55 |             'icon': 'fa fa-vk',
 56 |             'onClick': function(e) {
 57 |                 e.preventDefault();
 58 |                 window.open("http://vkontakte.ru/share.php?url="+encodeURIComponent(location.href));
 59 |             }
 60 |         },
 61 |         'whatsapp': {
 62 |             'label': 'Whatsapp',
 63 |             'icon': 'fa fa-whatsapp',
 64 |             'onClick': function(e) {
 65 |                 e.preventDefault();
 66 |                 var url = encodeURIComponent(location.href);
 67 |                 window.open((isMobile() ? "whatsapp://send" : "https://web.whatsapp.com/send") + "?text=" + url);
 68 |             }
 69 |         },
 70 |     };
 71 | 
 72 |     function isMobile() {
 73 |       return !!navigator.maxTouchPoints;
 74 |     }
 75 | 
 76 |     gitbook.events.bind("start", function(e, config) {
 77 |         var opts = config.sharing;
 78 |         if (!opts) return;
 79 | 
 80 |         // Create dropdown menu
 81 |         var menu = _.chain(opts.all)
 82 |             .map(function(id) {
 83 |                 var site = SITES[id];
 84 |                 if (!site) return;
 85 |                 return {
 86 |                     text: site.label,
 87 |                     onClick: site.onClick
 88 |                 };
 89 |             })
 90 |             .compact()
 91 |             .value();
 92 | 
 93 |         // Create main button with dropdown
 94 |         if (menu.length > 0) {
 95 |             gitbook.toolbar.createButton({
 96 |                 icon: 'fa fa-share-alt',
 97 |                 label: 'Share',
 98 |                 position: 'right',
 99 |                 dropdown: [menu]
100 |             });
101 |         }
102 | 
103 |         // Direct actions to share
104 |         _.each(SITES, function(site, sideId) {
105 |             if (!opts[sideId]) return;
106 | 
107 |             gitbook.toolbar.createButton({
108 |                 icon: site.icon,
109 |                 label: site.label,
110 |                 title: site.label,
111 |                 position: 'right',
112 |                 onClick: site.onClick
113 |             });
114 |         });
115 |     });
116 | });
117 | 


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/docs/libs/header-attrs-2.5/header-attrs.js:
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 1 | // Pandoc 2.9 adds attributes on both header and div. We remove the former (to
 2 | // be compatible with the behavior of Pandoc < 2.8).
 3 | document.addEventListener('DOMContentLoaded', function(e) {
 4 |   var hs = document.querySelectorAll("div.section[class*='level'] > :first-child");
 5 |   var i, h, a;
 6 |   for (i = 0; i < hs.length; i++) {
 7 |     h = hs[i];
 8 |     if (!/^h[1-6]$/i.test(h.tagName)) continue;  // it should be a header h1-h6
 9 |     a = h.attributes;
10 |     while (a.length > 0) h.removeAttribute(a[0].name);
11 |   }
12 | });
13 | 


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/docs/libs/header-attrs-2.9/header-attrs.js:
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 1 | // Pandoc 2.9 adds attributes on both header and div. We remove the former (to
 2 | // be compatible with the behavior of Pandoc < 2.8).
 3 | document.addEventListener('DOMContentLoaded', function(e) {
 4 |   var hs = document.querySelectorAll("div.section[class*='level'] > :first-child");
 5 |   var i, h, a;
 6 |   for (i = 0; i < hs.length; i++) {
 7 |     h = hs[i];
 8 |     if (!/^h[1-6]$/i.test(h.tagName)) continue;  // it should be a header h1-h6
 9 |     a = h.attributes;
10 |     while (a.length > 0) h.removeAttribute(a[0].name);
11 |   }
12 | });
13 | 


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/docs/libs/htmltools-fill-0.5.8.1/fill.css:
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 1 | @layer htmltools {
 2 |   .html-fill-container {
 3 |     display: flex;
 4 |     flex-direction: column;
 5 |     /* Prevent the container from expanding vertically or horizontally beyond its
 6 |     parent's constraints. */
 7 |     min-height: 0;
 8 |     min-width: 0;
 9 |   }
10 |   .html-fill-container > .html-fill-item {
11 |     /* Fill items can grow and shrink freely within
12 |     available vertical space in fillable container */
13 |     flex: 1 1 auto;
14 |     min-height: 0;
15 |     min-width: 0;
16 |   }
17 |   .html-fill-container > :not(.html-fill-item) {
18 |     /* Prevent shrinking or growing of non-fill items */
19 |     flex: 0 0 auto;
20 |   }
21 | }
22 | 


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/docs/libs/plotly-htmlwidgets-css-2.11.1/plotly-htmlwidgets.css:
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 1 | /*
 2 | just here so that plotly works
 3 | correctly with ioslides.
 4 | see https://github.com/ropensci/plotly/issues/463
 5 | */
 6 | 
 7 | slide:not(.current) .plotly.html-widget{
 8 |   display: none;
 9 | }
10 | 


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/docs/style.css:
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 1 | p.caption {
 2 |   color: #777;
 3 |   margin-top: 10px;
 4 | }
 5 | p code {
 6 |   white-space: inherit;
 7 | }
 8 | pre {
 9 |   word-break: normal;
10 |   word-wrap: normal;
11 | }
12 | pre code {
13 |   white-space: inherit;
14 | }
15 | .rmdnote, .rmdtip, .rmdwarning {
16 |   padding: 1em 1em 1em 4em;
17 |   margin-bottom: 10px;
18 |   background: #f5f5f5 5px center/3em no-repeat;
19 | }
20 | 
21 | .rmdnote {
22 |   background-image: url("images/note.png");
23 | }
24 | .rmdtip {
25 |   background-image: url("images/tip.png");
26 | }
27 | .rmdwarning {
28 |   background-image: url("images/warning.png");
29 | }
30 | 
31 | 


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/latex/after_body.tex:
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1 | \backmatter
2 | \printindex
3 | 


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/latex/before_body.tex:
--------------------------------------------------------------------------------
 1 | % you may need to leave a few empty pages before the dedication page
 2 | 
 3 | %\cleardoublepage\newpage\thispagestyle{empty}\null
 4 | %\cleardoublepage\newpage\thispagestyle{empty}\null
 5 | %\cleardoublepage\newpage
 6 | \thispagestyle{empty}
 7 | 
 8 | \begin{center}
 9 | 
10 | Gracias a Dios por todo lo que me ha dado.
11 | 
12 | %\includegraphics{images/dedication.pdf}
13 | \end{center}
14 | 
15 | \setlength{\abovedisplayskip}{-5pt}
16 | \setlength{\abovedisplayshortskip}{-5pt}
17 | 


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/latex/preamble.tex:
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  1 | \usepackage{booktabs}
  2 | \usepackage[spanish]{babel}
  3 | \decimalpoint
  4 | \selectlanguage{spanish}
  5 | 
  6 | % Comandos para escribir nombres de paquetes, programas y codigos
  7 | \newcommand{\pkg}[1]{{\normalfont\fontseries{b}\selectfont #1}}
  8 | \let\proglang=\textsf
  9 | \let\code=\texttt
 10 | 
 11 | 
 12 | \usepackage{booktabs}
 13 | \usepackage{longtable}
 14 | \usepackage[bf,singlelinecheck=off]{caption}
 15 | 
 16 | \usepackage{framed,color}
 17 | \definecolor{shadecolor}{RGB}{248,248,248}
 18 | 
 19 | \renewcommand{\textfraction}{0.05}
 20 | \renewcommand{\topfraction}{0.8}
 21 | \renewcommand{\bottomfraction}{0.8}
 22 | \renewcommand{\floatpagefraction}{0.75}
 23 | 
 24 | \renewenvironment{quote}{\begin{VF}}{\end{VF}}
 25 | \let\oldhref\href
 26 | \renewcommand{\href}[2]{#2\footnote{\url{#1}}}
 27 | 
 28 | \ifxetex
 29 |   \usepackage{letltxmacro}
 30 |   \setlength{\XeTeXLinkMargin}{1pt}
 31 |   \LetLtxMacro\SavedIncludeGraphics\includegraphics
 32 |   \def\includegraphics#1#{% #1 catches optional stuff (star/opt. arg.)
 33 |     \IncludeGraphicsAux{#1}%
 34 |   }%
 35 |   \newcommand*{\IncludeGraphicsAux}[2]{%
 36 |     \XeTeXLinkBox{%
 37 |       \SavedIncludeGraphics#1{#2}%
 38 |     }%
 39 |   }%
 40 | \fi
 41 | 
 42 | \makeatletter
 43 | \newenvironment{kframe}{%
 44 | \medskip{}
 45 | \setlength{\fboxsep}{.8em}
 46 |  \def\at@end@of@kframe{}%
 47 |  \ifinner\ifhmode%
 48 |   \def\at@end@of@kframe{\end{minipage}}%
 49 |   \begin{minipage}{\columnwidth}%
 50 |  \fi\fi%
 51 |  \def\FrameCommand##1{\hskip\@totalleftmargin \hskip-\fboxsep
 52 |  \colorbox{shadecolor}{##1}\hskip-\fboxsep
 53 |      % There is no \\@totalrightmargin, so:
 54 |      \hskip-\linewidth \hskip-\@totalleftmargin \hskip\columnwidth}%
 55 |  \MakeFramed {\advance\hsize-\width
 56 |    \@totalleftmargin\z@ \linewidth\hsize
 57 |    \@setminipage}}%
 58 |  {\par\unskip\endMakeFramed%
 59 |  \at@end@of@kframe}
 60 | \makeatother
 61 | 
 62 | \renewenvironment{Shaded}{\begin{kframe}}{\end{kframe}}
 63 | 
 64 | %%%%%
 65 | 
 66 | \newenvironment{rmdblock}[1]
 67 |   {
 68 |   \begin{itemize}
 69 |   \renewcommand{\labelitemi}{
 70 |     \raisebox{-.7\height}[0pt][0pt]{
 71 |       {\setkeys{Gin}{width=3em,keepaspectratio}\includegraphics{images/#1}}
 72 |     }
 73 |   }
 74 |   \setlength{\fboxsep}{1em}
 75 |   \begin{kframe}
 76 |   \item
 77 |   }
 78 |   {
 79 |   \end{kframe}
 80 |   \end{itemize}
 81 |   }
 82 | \newenvironment{rmdnote}
 83 |   {\begin{rmdblock}{note}}
 84 |   {\end{rmdblock}}
 85 | \newenvironment{rmdcaution}
 86 |   {\begin{rmdblock}{caution}}
 87 |   {\end{rmdblock}}
 88 | \newenvironment{rmdimportant}
 89 |   {\begin{rmdblock}{important}}
 90 |   {\end{rmdblock}}
 91 | \newenvironment{rmdtip}
 92 |   {\begin{rmdblock}{tip}}
 93 |   {\end{rmdblock}}
 94 | \newenvironment{rmdwarning}
 95 |   {\begin{rmdblock}{warning}}
 96 |   {\end{rmdblock}}
 97 | 
 98 | 
 99 | %%%%%
100 | 
101 | 
102 | \usepackage{makeidx}
103 | \makeindex
104 | 
105 | \urlstyle{tt}
106 | 
107 | \usepackage{amsthm}
108 | \makeatletter
109 | \def\thm@space@setup{%
110 |   \thm@preskip=8pt plus 2pt minus 4pt
111 |   \thm@postskip=\thm@preskip
112 | }
113 | \makeatother
114 | 
115 | \frontmatter
116 | 


--------------------------------------------------------------------------------
/now.json:
--------------------------------------------------------------------------------
1 | {
2 |   "type": "static",
3 |   "public": true
4 | }
5 | 


--------------------------------------------------------------------------------
/preamble.tex:
--------------------------------------------------------------------------------
 1 | \usepackage{booktabs}
 2 | 
 3 | % -------------------------------------------------------
 4 |   % Yo inclui esto para usar espanol
 5 | \usepackage[spanish]{babel}
 6 | \decimalpoint
 7 | \selectlanguage{spanish}
 8 | % -------------------------------------------------------
 9 |   
10 | \usepackage{amsthm}
11 | \makeatletter
12 | \def\thm@space@setup{%
13 |   \thm@preskip=8pt plus 2pt minus 4pt
14 |   \thm@postskip=\thm@preskip
15 | }
16 | \makeatother
17 | 
18 | 
19 | % -------------------------------------------------------
20 | \renewenvironment{quote}{\begin{VF}}{\end{VF}}
21 | \let\oldhref\href
22 | \renewcommand{\href}[2]{#2\footnote{\url{#1}}}
23 | 
24 | \ifxetex
25 |   \usepackage{letltxmacro}
26 |   \setlength{\XeTeXLinkMargin}{1pt}
27 |   \LetLtxMacro\SavedIncludeGraphics\includegraphics
28 |   \def\includegraphics#1#{% #1 catches optional stuff (star/opt. arg.)
29 |     \IncludeGraphicsAux{#1}%
30 |   }%
31 |   \newcommand*{\IncludeGraphicsAux}[2]{%
32 |     \XeTeXLinkBox{%
33 |       \SavedIncludeGraphics#1{#2}%
34 |     }%
35 |   }%
36 | \fi
37 | 
38 | \makeatletter
39 | 
40 | \newenvironment{kframe}{%
41 | \medskip{}
42 | \setlength{\fboxsep}{.8em}
43 |  \def\at@end@of@kframe{}%
44 |  \ifinner\ifhmode%
45 |   \def\at@end@of@kframe{\end{minipage}}%
46 |   \begin{minipage}{\columnwidth}%
47 |  \fi\fi%
48 |  \def\FrameCommand##1{\hskip\@totalleftmargin \hskip-\fboxsep
49 |  \colorbox{shadecolor}{##1}\hskip-\fboxsep
50 |      % There is no \\@totalrightmargin, so:
51 |      \hskip-\linewidth \hskip-\@totalleftmargin \hskip\columnwidth}%
52 |  \MakeFramed {\advance\hsize-\width
53 |    \@totalleftmargin\z@ \linewidth\hsize
54 |    \@setminipage}}%
55 |  {\par\unskip\endMakeFramed%
56 |  \at@end@of@kframe}
57 | \makeatother
58 | 
59 | \renewenvironment{Shaded}{\begin{kframe}}{\end{kframe}}
60 | 
61 | %%%%%
62 | 
63 | \newenvironment{rmdblock}[1]
64 |   {
65 |   \begin{itemize}
66 |   \renewcommand{\labelitemi}{
67 |     \raisebox{-.7\height}[0pt][0pt]{
68 |       {\setkeys{Gin}{width=3em,keepaspectratio}\includegraphics{images/#1}}
69 |     }
70 |   }
71 |   \setlength{\fboxsep}{1em}
72 |   \begin{kframe}
73 |   \item
74 |   }
75 |   {
76 |   \end{kframe}
77 |   \end{itemize}
78 |   }
79 | \newenvironment{rmdnote}
80 |   {\begin{rmdblock}{note}}
81 |   {\end{rmdblock}}
82 | \newenvironment{rmdcaution}
83 |   {\begin{rmdblock}{caution}}
84 |   {\end{rmdblock}}
85 | \newenvironment{rmdimportant}
86 |   {\begin{rmdblock}{important}}
87 |   {\end{rmdblock}}
88 | \newenvironment{rmdtip}
89 |   {\begin{rmdblock}{tip}}
90 |   {\end{rmdblock}}
91 | \newenvironment{rmdwarning}
92 |   {\begin{rmdblock}{warning}}
93 |   {\end{rmdblock}}
94 | % -------------------------------------------------------


--------------------------------------------------------------------------------
/style.css:
--------------------------------------------------------------------------------
 1 | p.caption {
 2 |   color: #777;
 3 |   margin-top: 10px;
 4 | }
 5 | p code {
 6 |   white-space: inherit;
 7 | }
 8 | pre {
 9 |   word-break: normal;
10 |   word-wrap: normal;
11 | }
12 | pre code {
13 |   white-space: inherit;
14 | }
15 | .rmdnote, .rmdtip, .rmdwarning {
16 |   padding: 1em 1em 1em 4em;
17 |   margin-bottom: 10px;
18 |   background: #f5f5f5 5px center/3em no-repeat;
19 | }
20 | 
21 | .rmdnote {
22 |   background-image: url("images/note.png");
23 | }
24 | .rmdtip {
25 |   background-image: url("images/tip.png");
26 | }
27 | .rmdwarning {
28 |   background-image: url("images/warning.png");
29 | }
30 | 
31 | 


--------------------------------------------------------------------------------
/toc.css:
--------------------------------------------------------------------------------
  1 | #TOC ul,
  2 | #TOC li,
  3 | #TOC span,
  4 | #TOC a {
  5 |   margin: 0;
  6 |   padding: 0;
  7 |   position: relative;
  8 | }
  9 | #TOC {
 10 |   line-height: 1;
 11 |   border-radius: 5px 5px 0 0;
 12 |   background: #141414;
 13 |   background: linear-gradient(to bottom, #333333 0%, #141414 100%);
 14 |   border-bottom: 2px solid #0fa1e0;
 15 |   width: auto;
 16 | }
 17 | #TOC:after,
 18 | #TOC ul:after {
 19 |   content: '';
 20 |   display: block;
 21 |   clear: both;
 22 | }
 23 | #TOC a {
 24 |   background: #141414;
 25 |   background: linear-gradient(to bottom, #333333 0%, #141414 100%);
 26 |   color: #ffffff;
 27 |   display: block;
 28 |   padding: 19px 20px;
 29 |   text-decoration: none;
 30 |   text-shadow: none;
 31 | }
 32 | #TOC ul {
 33 |   list-style: none;
 34 | }
 35 | #TOC > ul > li {
 36 |   display: inline-block;
 37 |   float: left;
 38 |   margin: 0;
 39 | }
 40 | #TOC > ul > li > a {
 41 |   color: #ffffff;
 42 | }
 43 | #TOC > ul > li:hover:after {
 44 |   content: '';
 45 |   display: block;
 46 |   width: 0;
 47 |   height: 0;
 48 |   position: absolute;
 49 |   left: 50%;
 50 |   bottom: 0;
 51 |   border-left: 10px solid transparent;
 52 |   border-right: 10px solid transparent;
 53 |   border-bottom: 10px solid #0fa1e0;
 54 |   margin-left: -10px;
 55 | }
 56 | #TOC > ul > li:first-child > a {
 57 |   border-radius: 5px 0 0 0;
 58 | }
 59 | #TOC.align-right > ul > li:first-child > a,
 60 | #TOC.align-center > ul > li:first-child > a {
 61 |   border-radius: 0;
 62 | }
 63 | #TOC.align-right > ul > li:last-child > a {
 64 |   border-radius: 0 5px 0 0;
 65 | }
 66 | #TOC > ul > li.active > a,
 67 | #TOC > ul > li:hover > a {
 68 |   color: #ffffff;
 69 |   box-shadow: inset 0 0 3px #000000;
 70 |   background: #070707;
 71 |   background: linear-gradient(to bottom, #262626 0%, #070707 100%);
 72 | }
 73 | #TOC .has-sub {
 74 |   z-index: 1;
 75 | }
 76 | #TOC .has-sub:hover > ul {
 77 |   display: block;
 78 | }
 79 | #TOC .has-sub ul {
 80 |   display: none;
 81 |   position: absolute;
 82 |   width: 200px;
 83 |   top: 100%;
 84 |   left: 0;
 85 | }
 86 | #TOC .has-sub ul li a {
 87 |   background: #0fa1e0;
 88 |   border-bottom: 1px dotted #31b7f1;
 89 |   filter: none;
 90 |   display: block;
 91 |   line-height: 120%;
 92 |   padding: 10px;
 93 |   color: #ffffff;
 94 | }
 95 | #TOC .has-sub ul li:hover a {
 96 |   background: #0c7fb0;
 97 | }
 98 | #TOC ul ul li:hover > a {
 99 |   color: #ffffff;
100 | }
101 | #TOC .has-sub .has-sub:hover > ul {
102 |   display: block;
103 | }
104 | #TOC .has-sub .has-sub ul {
105 |   display: none;
106 |   position: absolute;
107 |   left: 100%;
108 |   top: 0;
109 | }
110 | #TOC .has-sub .has-sub ul li a {
111 |   background: #0c7fb0;
112 |   border-bottom: 1px dotted #31b7f1;
113 | }
114 | #TOC .has-sub .has-sub ul li a:hover {
115 |   background: #0a6d98;
116 | }
117 | #TOC ul ul li.last > a,
118 | #TOC ul ul li:last-child > a,
119 | #TOC ul ul ul li.last > a,
120 | #TOC ul ul ul li:last-child > a,
121 | #TOC .has-sub ul li:last-child > a,
122 | #TOC .has-sub ul li.last > a {
123 |   border-bottom: 0;
124 | }
125 | #TOC ul {
126 |   font-size: 1.2rem;
127 | }
128 | 


--------------------------------------------------------------------------------