├── .gitignore ├── Contribute ├── Andrea │ ├── PlottingInR.Rmd │ ├── PlottingInR.md │ └── R40-PlottingInR_files │ │ └── figure-html │ │ ├── unnamed-chunk-10.png │ │ ├── unnamed-chunk-11.png │ │ ├── unnamed-chunk-12.png │ │ ├── unnamed-chunk-13.png │ │ ├── unnamed-chunk-14.png │ │ ├── unnamed-chunk-15.png │ │ ├── unnamed-chunk-17.png │ │ ├── unnamed-chunk-18.png │ │ ├── unnamed-chunk-19.png │ │ ├── unnamed-chunk-2.png │ │ ├── unnamed-chunk-20.png │ │ ├── unnamed-chunk-21.png │ │ ├── unnamed-chunk-22.png │ │ ├── unnamed-chunk-23.png │ │ ├── unnamed-chunk-24.png │ │ ├── unnamed-chunk-25.png │ │ ├── unnamed-chunk-26.png │ │ ├── unnamed-chunk-27.png │ │ ├── unnamed-chunk-28.png │ │ ├── unnamed-chunk-29.png │ │ ├── unnamed-chunk-30.png │ │ ├── unnamed-chunk-31.png │ │ ├── unnamed-chunk-32.png │ │ ├── unnamed-chunk-33.png │ │ ├── unnamed-chunk-4.png │ │ ├── unnamed-chunk-5.png │ │ ├── unnamed-chunk-6.png │ │ ├── unnamed-chunk-7.png │ │ ├── unnamed-chunk-8.png │ │ ├── unnamed-chunk-81.png │ │ ├── unnamed-chunk-82.png │ │ └── unnamed-chunk-9.png ├── readme.md ├── toAdd.md ├── tobedone.md └── wrongStats.md ├── Data ├── Decay.txt ├── Dormann2013 │ ├── Beckerdata.csv │ ├── Eier.csv │ ├── EschenDBH.csv │ ├── GroesseGeschlecht.csv │ ├── Holz.txt │ ├── Hunde.csv │ ├── LSD.txt │ ├── RaucherGeschlecht.csv │ ├── USpresidentskids.csv │ ├── ancova.data.txt │ ├── binomialdata.csv │ ├── bolger.txt │ ├── bolger4.txt │ ├── island.txt │ ├── kormoran.txt │ ├── logistic.txt │ ├── nachkommen.csv │ ├── nematode.txt │ ├── paruelo.txt │ ├── polis.txt │ ├── pollenflug.csv │ ├── readme.md │ ├── regressionsbeispiel.csv │ ├── schnaepper.txt │ ├── soil.csv │ ├── speciesrichness.csv │ ├── splitplot.txt │ ├── stepAIC_TO.R │ ├── stepAICc.r │ ├── thermaltime.csv │ └── willowsex.txt ├── DormannKuehn2008 │ ├── Holz.txt │ ├── LSD.txt │ ├── Ratten.txt │ ├── ancova.data.txt │ ├── baum.txt │ ├── bolger.txt │ ├── bolger4.txt │ ├── island.txt │ ├── kormoran.txt │ ├── logistic.txt │ ├── nematode.txt │ ├── paruelo.txt │ ├── polis.txt │ ├── primzahlen1.txt │ ├── schnaepper.txt │ ├── schnecken.txt │ ├── soaysheep.txt │ ├── soaytest.txt │ ├── splitplot.txt │ ├── splitplotduenger.txt │ ├── thermaltime.txt │ ├── timber.txt │ ├── titanic3.txt │ └── willowsex.txt ├── InterestingTeachingDatasets │ ├── AirlineCrashes.md │ └── solomon.txt ├── MixedEffectModelsLectureData │ ├── Data_Angela2.csv │ └── martes.Rdata ├── Simone │ ├── das.txt │ ├── elk_data.RData │ ├── fishing.txt │ ├── readme.md │ ├── runners.txt │ └── streams.txt ├── ZuurDataMixedModelling │ ├── Antarcticbirds.txt │ ├── BadgersFarmSurveys.txt │ ├── BadgersFarmSurveysNoNA.txt │ ├── Bees.txt │ ├── Biodiversity.txt │ ├── Boar.txt │ ├── Boreality.txt │ ├── Cetaceans.txt │ ├── Clams.txt │ ├── DeerEcervi.txt │ ├── Hawaii.txt │ ├── ISIT.txt │ ├── Koalas.txt │ ├── Lice.txt │ ├── Limosa.txt │ ├── Loyn.txt │ ├── Nereis.txt │ ├── Owls.txt │ ├── ParasiteCod.txt │ ├── RIKZ.txt │ ├── RIKZDATAEnv.txt │ ├── RiceFieldBirds.txt │ ├── RoadKills.txt │ ├── SDI2003.txt │ ├── Seals.txt │ ├── Snakes.txt │ ├── Sparrows.txt │ ├── Squid.txt │ ├── Tbdeer.txt │ ├── TeethNitrogen.txt │ ├── Vegetation.txt │ ├── Ythan.txt │ ├── countsBK1.txt │ └── squidmales.txt ├── birds.txt ├── lung.RData ├── problems.Rdata ├── readme.md └── regrowth.txt ├── Glossary └── glossary.md ├── Hubs ├── hub-Bayes.md ├── hub-GIS.md ├── hub-Programming.md ├── hub-analysisPlan.md ├── hub-bioacoustics.md ├── hub-circular.md ├── hub-experimentalDesign.md ├── hub-machinelearning.md ├── hub-metaanalysis.md ├── hub-reproducibility.md ├── hub-spatialAnalysis.md ├── hub-statisticalCurriculum.md ├── hub-timeSeriesAnalysis.md └── hubs.md ├── LICENSE.md ├── LectureNotes ├── 2014-StatsIntroDBU │ └── readme.md ├── 2015-BScStatistik │ ├── 8-Residuals │ │ └── GLMResiduals.Rmd │ └── 9-VGAM │ │ ├── VGAM.Rmd │ │ ├── VGAM.md │ │ ├── VGAM_files │ │ └── figure-html │ │ │ ├── unnamed-chunk-1-1.png │ │ │ ├── unnamed-chunk-11-1.png │ │ │ ├── unnamed-chunk-14-1.png │ │ │ ├── unnamed-chunk-14-2.png │ │ │ ├── unnamed-chunk-15-1.png │ │ │ ├── unnamed-chunk-3-1.png │ │ │ ├── unnamed-chunk-4-1.png │ │ │ ├── unnamed-chunk-5-1.png │ │ │ ├── unnamed-chunk-7-1.png │ │ │ └── unnamed-chunk-9-1.png │ │ ├── Vorlesungscode_ Optimierung und VGAM.r │ │ ├── Wiederholung2.Rmd │ │ └── card.png ├── 2015-MixedEffectModels │ ├── Session-Final │ │ ├── DataAnalysis.Rmd │ │ ├── DataAnalysis.md │ │ ├── DataAnalysis_files │ │ │ └── figure-html │ │ │ │ ├── unnamed-chunk-3-1.png │ │ │ │ └── unnamed-chunk-4-1.png │ │ ├── DataCreation.Rmd │ │ ├── DataCreation.md │ │ ├── DataCreation_files │ │ │ └── figure-html │ │ │ │ ├── unnamed-chunk-4-1.png │ │ │ │ ├── unnamed-chunk-5-1.png │ │ │ │ └── unnamed-chunk-6-1.png │ │ ├── data.txt │ │ └── discussion.jpg │ ├── Session1 │ │ ├── MixedEffectModel_miniseries_1.R │ │ ├── MixedEffectModel_miniseries_1.Rmd │ │ ├── MixedEffectModel_miniseries_1.md │ │ └── MixedEffectModel_miniseries_1_files │ │ │ └── figure-html │ │ │ ├── unnamed-chunk-1-1.png │ │ │ ├── unnamed-chunk-1-2.png │ │ │ ├── unnamed-chunk-1-3.png │ │ │ ├── unnamed-chunk-1-4.png │ │ │ ├── unnamed-chunk-11-1.png │ │ │ ├── unnamed-chunk-13-1.png │ │ │ ├── unnamed-chunk-14-1.png │ │ │ ├── unnamed-chunk-15-1.png │ │ │ ├── unnamed-chunk-18-1.png │ │ │ ├── unnamed-chunk-19-1.png │ │ │ ├── unnamed-chunk-2-1.png │ │ │ ├── unnamed-chunk-2-2.png │ │ │ ├── unnamed-chunk-2-3.png │ │ │ └── unnamed-chunk-2-4.png │ ├── Session2 │ │ ├── MixedEffectModel_miniseries_2.Rmd │ │ ├── MixedEffectModel_miniseries_2.md │ │ └── MixedEffectModel_miniseries_2_files │ │ │ ├── JEC_1743_sm_apps4.txt │ │ │ ├── figure-html │ │ │ ├── unnamed-chunk-1-1.png │ │ │ ├── unnamed-chunk-10-1.png │ │ │ ├── unnamed-chunk-11-1.png │ │ │ └── unnamed-chunk-12-1.png │ │ │ ├── nematode.txt │ │ │ ├── nesteddesign.pdf │ │ │ ├── nesteddesign.png │ │ │ ├── randomisedblockfig.png │ │ │ └── willowsex.txt │ ├── Session3 │ │ ├── MixedEffectModel_miniseries_3.Rmd │ │ └── readme.md │ ├── Session4 │ │ ├── MixedEffectsFoundationsFH.Rpres │ │ ├── MixedEffectsFoundationsFH.md │ │ └── readme.md │ ├── Session5 │ │ ├── MixedEffectsResiduals.Rpres │ │ ├── MixedEffectsResiduals.md │ │ └── readme.md │ ├── Session6 │ │ ├── MixedSelection-cache │ │ │ ├── __packages │ │ │ ├── unnamed-chunk-10_583b99039ecc68ec207d6e55705bc636.RData │ │ │ ├── unnamed-chunk-10_583b99039ecc68ec207d6e55705bc636.rdb │ │ │ ├── unnamed-chunk-10_583b99039ecc68ec207d6e55705bc636.rdx │ │ │ ├── unnamed-chunk-11_a4babc36f6f746a6db6a2b3e7a4e83a8.RData │ │ │ ├── unnamed-chunk-11_a4babc36f6f746a6db6a2b3e7a4e83a8.rdb │ │ │ ├── unnamed-chunk-11_a4babc36f6f746a6db6a2b3e7a4e83a8.rdx │ │ │ ├── unnamed-chunk-12_deb4c6a7a6d70f0e9c371342fd2dcb44.RData │ │ │ ├── unnamed-chunk-12_deb4c6a7a6d70f0e9c371342fd2dcb44.rdb │ │ │ ├── unnamed-chunk-12_deb4c6a7a6d70f0e9c371342fd2dcb44.rdx │ │ │ ├── unnamed-chunk-13_a193375df8662022d36768fb47a80ffa.RData │ │ │ ├── unnamed-chunk-13_a193375df8662022d36768fb47a80ffa.rdb │ │ │ ├── unnamed-chunk-13_a193375df8662022d36768fb47a80ffa.rdx │ │ │ ├── unnamed-chunk-14_74468022cb1926d218aa0fde282ddbff.RData │ │ │ ├── unnamed-chunk-14_74468022cb1926d218aa0fde282ddbff.rdb │ │ │ ├── unnamed-chunk-14_74468022cb1926d218aa0fde282ddbff.rdx │ │ │ ├── unnamed-chunk-15_e8260db1aa7ac458830b9f80e1b257bd.RData │ │ │ ├── unnamed-chunk-15_e8260db1aa7ac458830b9f80e1b257bd.rdb │ │ │ ├── unnamed-chunk-15_e8260db1aa7ac458830b9f80e1b257bd.rdx │ │ │ ├── unnamed-chunk-16_bb3abe33e9d78ff7a6ea95efc721fea1.RData │ │ │ ├── unnamed-chunk-16_bb3abe33e9d78ff7a6ea95efc721fea1.rdb │ │ │ ├── unnamed-chunk-16_bb3abe33e9d78ff7a6ea95efc721fea1.rdx │ │ │ ├── unnamed-chunk-17_2ef28b705b5fc2a41727d6fdb5febf42.RData │ │ │ ├── unnamed-chunk-17_2ef28b705b5fc2a41727d6fdb5febf42.rdb │ │ │ ├── unnamed-chunk-17_2ef28b705b5fc2a41727d6fdb5febf42.rdx │ │ │ ├── unnamed-chunk-18_9829a8856d3601c3510d71f6b567764b.RData │ │ │ ├── unnamed-chunk-18_9829a8856d3601c3510d71f6b567764b.rdb │ │ │ ├── unnamed-chunk-18_9829a8856d3601c3510d71f6b567764b.rdx │ │ │ ├── unnamed-chunk-19_f024fe5e9f64e534cd2007ec1ba4daa8.RData │ │ │ ├── unnamed-chunk-19_f024fe5e9f64e534cd2007ec1ba4daa8.rdb │ │ │ ├── unnamed-chunk-19_f024fe5e9f64e534cd2007ec1ba4daa8.rdx │ │ │ ├── unnamed-chunk-20_6b77a2ad8ed6b36ece93d285581c6387.RData │ │ │ ├── unnamed-chunk-20_6b77a2ad8ed6b36ece93d285581c6387.rdb │ │ │ ├── unnamed-chunk-20_6b77a2ad8ed6b36ece93d285581c6387.rdx │ │ │ ├── unnamed-chunk-21_8454a11fce1769291fa296e5e13497e2.RData │ │ │ ├── unnamed-chunk-21_8454a11fce1769291fa296e5e13497e2.rdb │ │ │ ├── unnamed-chunk-21_8454a11fce1769291fa296e5e13497e2.rdx │ │ │ ├── unnamed-chunk-22_2993a0c3eb73c26e14c18886ad1dbefc.RData │ │ │ ├── unnamed-chunk-22_2993a0c3eb73c26e14c18886ad1dbefc.rdb │ │ │ ├── unnamed-chunk-22_2993a0c3eb73c26e14c18886ad1dbefc.rdx │ │ │ ├── unnamed-chunk-23_2db945bf9efa6dbe8ef417f4a59038fc.RData │ │ │ ├── unnamed-chunk-23_2db945bf9efa6dbe8ef417f4a59038fc.rdb │ │ │ ├── unnamed-chunk-23_2db945bf9efa6dbe8ef417f4a59038fc.rdx │ │ │ ├── unnamed-chunk-24_3ec18bf45765a2d3a0c31b391d9885d2.RData │ │ │ ├── unnamed-chunk-24_3ec18bf45765a2d3a0c31b391d9885d2.rdb │ │ │ ├── unnamed-chunk-24_3ec18bf45765a2d3a0c31b391d9885d2.rdx │ │ │ ├── unnamed-chunk-25_77373ba9a6f95b4c80b2c5e75b53fbba.RData │ │ │ ├── unnamed-chunk-25_77373ba9a6f95b4c80b2c5e75b53fbba.rdb │ │ │ ├── unnamed-chunk-25_77373ba9a6f95b4c80b2c5e75b53fbba.rdx │ │ │ ├── unnamed-chunk-26_98721f0d27e9c7a80dd4680366e6e9e2.RData │ │ │ ├── unnamed-chunk-26_98721f0d27e9c7a80dd4680366e6e9e2.rdb │ │ │ ├── unnamed-chunk-26_98721f0d27e9c7a80dd4680366e6e9e2.rdx │ │ │ ├── unnamed-chunk-27_8ab0c6a2ca77800003da53bd7df542d2.RData │ │ │ ├── unnamed-chunk-27_8ab0c6a2ca77800003da53bd7df542d2.rdb │ │ │ ├── unnamed-chunk-27_8ab0c6a2ca77800003da53bd7df542d2.rdx │ │ │ ├── unnamed-chunk-29_081634ebe11558e261d5bc36bac1ef44.RData │ │ │ ├── unnamed-chunk-29_081634ebe11558e261d5bc36bac1ef44.rdb │ │ │ ├── unnamed-chunk-29_081634ebe11558e261d5bc36bac1ef44.rdx │ │ │ ├── unnamed-chunk-2_5b4d357b00c2b7419b275755188eeada.RData │ │ │ ├── unnamed-chunk-2_5b4d357b00c2b7419b275755188eeada.rdb │ │ │ ├── unnamed-chunk-2_5b4d357b00c2b7419b275755188eeada.rdx │ │ │ ├── unnamed-chunk-30_e4bdc3de5ea2fde536d3370d0524ebf9.RData │ │ │ ├── unnamed-chunk-30_e4bdc3de5ea2fde536d3370d0524ebf9.rdb │ │ │ ├── unnamed-chunk-30_e4bdc3de5ea2fde536d3370d0524ebf9.rdx │ │ │ ├── unnamed-chunk-31_ff058ecedb24f70c7227c97e01d7f928.RData │ │ │ ├── unnamed-chunk-31_ff058ecedb24f70c7227c97e01d7f928.rdb │ │ │ ├── unnamed-chunk-31_ff058ecedb24f70c7227c97e01d7f928.rdx │ │ │ ├── unnamed-chunk-32_e2bd9be54f6390bad92bc7813e59fed6.RData │ │ │ ├── unnamed-chunk-32_e2bd9be54f6390bad92bc7813e59fed6.rdb │ │ │ ├── unnamed-chunk-32_e2bd9be54f6390bad92bc7813e59fed6.rdx │ │ │ ├── unnamed-chunk-33_d89a860c90ba3d8d94bc1dbb92bf90b6.RData │ │ │ ├── unnamed-chunk-33_d89a860c90ba3d8d94bc1dbb92bf90b6.rdb │ │ │ ├── unnamed-chunk-33_d89a860c90ba3d8d94bc1dbb92bf90b6.rdx │ │ │ ├── unnamed-chunk-34_69a8c75f057a75684b29d6088070e212.RData │ │ │ ├── unnamed-chunk-34_69a8c75f057a75684b29d6088070e212.rdb │ │ │ ├── unnamed-chunk-34_69a8c75f057a75684b29d6088070e212.rdx │ │ │ ├── unnamed-chunk-35_22ca4e63df68fc89edc9234ad28f71c7.RData │ │ │ ├── unnamed-chunk-35_22ca4e63df68fc89edc9234ad28f71c7.rdb │ │ │ ├── unnamed-chunk-35_22ca4e63df68fc89edc9234ad28f71c7.rdx │ │ │ ├── unnamed-chunk-36_c246fd2430336311cd25b00b0ce6ab3c.RData │ │ │ ├── unnamed-chunk-36_c246fd2430336311cd25b00b0ce6ab3c.rdb │ │ │ ├── unnamed-chunk-36_c246fd2430336311cd25b00b0ce6ab3c.rdx │ │ │ ├── unnamed-chunk-37_63534cd56df996870ead1d4a765b6de5.RData │ │ │ ├── unnamed-chunk-37_63534cd56df996870ead1d4a765b6de5.rdb │ │ │ ├── unnamed-chunk-37_63534cd56df996870ead1d4a765b6de5.rdx │ │ │ ├── unnamed-chunk-38_d64cfd7b3e3628479719adac053c4ced.RData │ │ │ ├── unnamed-chunk-38_d64cfd7b3e3628479719adac053c4ced.rdb │ │ │ ├── unnamed-chunk-38_d64cfd7b3e3628479719adac053c4ced.rdx │ │ │ ├── unnamed-chunk-39_50b2d1e9e7b3ef860c48060ed87b914f.RData │ │ │ ├── unnamed-chunk-39_50b2d1e9e7b3ef860c48060ed87b914f.rdb │ │ │ ├── unnamed-chunk-39_50b2d1e9e7b3ef860c48060ed87b914f.rdx │ │ │ ├── unnamed-chunk-5_20d99bbc73930806d96b6333f3a8edf0.RData │ │ │ ├── unnamed-chunk-5_20d99bbc73930806d96b6333f3a8edf0.rdb │ │ │ ├── unnamed-chunk-5_20d99bbc73930806d96b6333f3a8edf0.rdx │ │ │ ├── unnamed-chunk-6_9779400c0929040832ac78d82f0734f2.RData │ │ │ ├── unnamed-chunk-6_9779400c0929040832ac78d82f0734f2.rdb │ │ │ ├── unnamed-chunk-6_9779400c0929040832ac78d82f0734f2.rdx │ │ │ ├── unnamed-chunk-8_2f61d57479983859659575d15151b93d.RData │ │ │ ├── unnamed-chunk-8_2f61d57479983859659575d15151b93d.rdb │ │ │ ├── unnamed-chunk-8_2f61d57479983859659575d15151b93d.rdx │ │ │ ├── unnamed-chunk-9_7ebb9d3be619f503012f7b05194956e4.RData │ │ │ ├── unnamed-chunk-9_7ebb9d3be619f503012f7b05194956e4.rdb │ │ │ └── unnamed-chunk-9_7ebb9d3be619f503012f7b05194956e4.rdx │ │ ├── MixedSelection.Rpres │ │ ├── MixedSelection.md │ │ └── readme.md │ └── readme.md ├── 2016-JAGS │ ├── Overdispersion │ │ ├── OverdispersionJAGS.Rmd │ │ ├── OverdispersionJAGS.md │ │ ├── OverdispersionJAGS.pdf │ │ └── OverdispersionJAGS_files │ │ │ └── figure-html │ │ │ ├── JAGSdiagnostics-1.png │ │ │ ├── JAGSdiagnostics-10.png │ │ │ ├── JAGSdiagnostics-11.png │ │ │ ├── JAGSdiagnostics-12.png │ │ │ ├── JAGSdiagnostics-13.png │ │ │ ├── JAGSdiagnostics-14.png │ │ │ ├── JAGSdiagnostics-15.png │ │ │ ├── JAGSdiagnostics-16.png │ │ │ ├── JAGSdiagnostics-17.png │ │ │ ├── JAGSdiagnostics-18.png │ │ │ ├── JAGSdiagnostics-19.png │ │ │ ├── JAGSdiagnostics-2.png │ │ │ ├── JAGSdiagnostics-20.png │ │ │ ├── JAGSdiagnostics-21.png │ │ │ ├── JAGSdiagnostics-22.png │ │ │ ├── JAGSdiagnostics-23.png │ │ │ ├── JAGSdiagnostics-24.png │ │ │ ├── JAGSdiagnostics-25.png │ │ │ ├── JAGSdiagnostics-26.png │ │ │ ├── JAGSdiagnostics-27.png │ │ │ ├── JAGSdiagnostics-28.png │ │ │ ├── JAGSdiagnostics-29.png │ │ │ ├── JAGSdiagnostics-3.png │ │ │ ├── JAGSdiagnostics-30.png │ │ │ ├── JAGSdiagnostics-31.png │ │ │ ├── JAGSdiagnostics-32.png │ │ │ ├── JAGSdiagnostics-33.png │ │ │ ├── JAGSdiagnostics-34.png │ │ │ ├── JAGSdiagnostics-35.png │ │ │ ├── JAGSdiagnostics-36.png │ │ │ ├── JAGSdiagnostics-37.png │ │ │ ├── JAGSdiagnostics-38.png │ │ │ ├── JAGSdiagnostics-39.png │ │ │ ├── JAGSdiagnostics-4.png │ │ │ ├── JAGSdiagnostics-40.png │ │ │ ├── JAGSdiagnostics-41.png │ │ │ ├── JAGSdiagnostics-42.png │ │ │ ├── JAGSdiagnostics-43.png │ │ │ ├── JAGSdiagnostics-44.png │ │ │ ├── JAGSdiagnostics-45.png │ │ │ ├── JAGSdiagnostics-46.png │ │ │ ├── JAGSdiagnostics-47.png │ │ │ ├── JAGSdiagnostics-48.png │ │ │ ├── JAGSdiagnostics-49.png │ │ │ ├── JAGSdiagnostics-5.png │ │ │ ├── JAGSdiagnostics-50.png │ │ │ ├── JAGSdiagnostics-51.png │ │ │ ├── JAGSdiagnostics-52.png │ │ │ ├── JAGSdiagnostics-53.png │ │ │ ├── JAGSdiagnostics-54.png │ │ │ ├── JAGSdiagnostics-55.png │ │ │ ├── JAGSdiagnostics-56.png │ │ │ ├── JAGSdiagnostics-57.png │ │ │ ├── JAGSdiagnostics-58.png │ │ │ ├── JAGSdiagnostics-59.png │ │ │ ├── JAGSdiagnostics-6.png │ │ │ ├── JAGSdiagnostics-60.png │ │ │ ├── JAGSdiagnostics-61.png │ │ │ ├── JAGSdiagnostics-62.png │ │ │ ├── JAGSdiagnostics-63.png │ │ │ ├── JAGSdiagnostics-64.png │ │ │ ├── JAGSdiagnostics-65.png │ │ │ ├── JAGSdiagnostics-66.png │ │ │ ├── JAGSdiagnostics-67.png │ │ │ ├── JAGSdiagnostics-68.png │ │ │ ├── JAGSdiagnostics-69.png │ │ │ ├── JAGSdiagnostics-7.png │ │ │ ├── JAGSdiagnostics-70.png │ │ │ ├── JAGSdiagnostics-71.png │ │ │ ├── JAGSdiagnostics-72.png │ │ │ ├── JAGSdiagnostics-73.png │ │ │ ├── JAGSdiagnostics-74.png │ │ │ ├── JAGSdiagnostics-75.png │ │ │ ├── JAGSdiagnostics-76.png │ │ │ ├── JAGSdiagnostics-77.png │ │ │ ├── JAGSdiagnostics-78.png │ │ │ ├── JAGSdiagnostics-79.png │ │ │ ├── JAGSdiagnostics-8.png │ │ │ ├── JAGSdiagnostics-80.png │ │ │ ├── JAGSdiagnostics-81.png │ │ │ ├── JAGSdiagnostics-82.png │ │ │ ├── JAGSdiagnostics-83.png │ │ │ ├── JAGSdiagnostics-84.png │ │ │ ├── JAGSdiagnostics-85.png │ │ │ ├── JAGSdiagnostics-86.png │ │ │ ├── JAGSdiagnostics-87.png │ │ │ ├── JAGSdiagnostics-88.png │ │ │ ├── JAGSdiagnostics-89.png │ │ │ ├── JAGSdiagnostics-9.png │ │ │ ├── JAGSdiagnostics-90.png │ │ │ ├── JAGSdiagnostics-91.png │ │ │ ├── JAGSdiagnostics-92.png │ │ │ ├── runJAGSolre-1.png │ │ │ ├── unnamed-chunk-1-1.png │ │ │ ├── unnamed-chunk-10-1.png │ │ │ ├── unnamed-chunk-13-1.png │ │ │ ├── unnamed-chunk-13-2.png │ │ │ ├── unnamed-chunk-2-1.png │ │ │ ├── unnamed-chunk-5-1.png │ │ │ └── unnamed-chunk-9-1.png │ └── ZeroInflation │ │ ├── ZeroInflation_JAGS.Rmd │ │ ├── ZeroInflation_JAGS.md │ │ ├── ZeroInflation_JAGS.pdf │ │ └── ZeroInflation_JAGS_files │ │ └── figure-html │ │ ├── JAGSdiagnostics-1.png │ │ ├── JAGSdiagnostics-10.png │ │ ├── JAGSdiagnostics-11.png │ │ ├── JAGSdiagnostics-12.png │ │ ├── JAGSdiagnostics-13.png │ │ ├── JAGSdiagnostics-14.png │ │ ├── JAGSdiagnostics-15.png │ │ ├── JAGSdiagnostics-16.png │ │ ├── JAGSdiagnostics-17.png │ │ ├── JAGSdiagnostics-18.png │ │ ├── JAGSdiagnostics-19.png │ │ ├── JAGSdiagnostics-2.png │ │ ├── JAGSdiagnostics-20.png │ │ ├── JAGSdiagnostics-21.png │ │ ├── JAGSdiagnostics-22.png │ │ ├── JAGSdiagnostics-23.png │ │ ├── JAGSdiagnostics-24.png │ │ ├── JAGSdiagnostics-25.png │ │ ├── JAGSdiagnostics-26.png │ │ ├── JAGSdiagnostics-27.png │ │ ├── JAGSdiagnostics-28.png │ │ ├── JAGSdiagnostics-29.png │ │ ├── JAGSdiagnostics-3.png │ │ ├── JAGSdiagnostics-30.png │ │ ├── JAGSdiagnostics-31.png │ │ ├── JAGSdiagnostics-32.png │ │ ├── JAGSdiagnostics-33.png │ │ ├── JAGSdiagnostics-34.png │ │ ├── JAGSdiagnostics-35.png │ │ ├── JAGSdiagnostics-36.png │ │ ├── JAGSdiagnostics-37.png │ │ ├── JAGSdiagnostics-38.png │ │ ├── JAGSdiagnostics-39.png │ │ ├── JAGSdiagnostics-4.png │ │ ├── JAGSdiagnostics-40.png │ │ ├── JAGSdiagnostics-41.png │ │ ├── JAGSdiagnostics-42.png │ │ ├── JAGSdiagnostics-43.png │ │ ├── JAGSdiagnostics-44.png │ │ ├── JAGSdiagnostics-45.png │ │ ├── JAGSdiagnostics-46.png │ │ ├── JAGSdiagnostics-47.png │ │ ├── JAGSdiagnostics-48.png │ │ ├── JAGSdiagnostics-49.png │ │ ├── JAGSdiagnostics-5.png │ │ ├── JAGSdiagnostics-50.png │ │ ├── JAGSdiagnostics-51.png │ │ ├── JAGSdiagnostics-52.png │ │ ├── JAGSdiagnostics-53.png │ │ ├── JAGSdiagnostics-54.png │ │ ├── JAGSdiagnostics-55.png │ │ ├── JAGSdiagnostics-56.png │ │ ├── JAGSdiagnostics-57.png │ │ ├── JAGSdiagnostics-58.png │ │ ├── JAGSdiagnostics-59.png │ │ ├── JAGSdiagnostics-6.png │ │ ├── JAGSdiagnostics-60.png │ │ ├── JAGSdiagnostics-61.png │ │ ├── JAGSdiagnostics-62.png │ │ ├── JAGSdiagnostics-63.png │ │ ├── JAGSdiagnostics-64.png │ │ ├── JAGSdiagnostics-65.png │ │ ├── JAGSdiagnostics-66.png │ │ ├── JAGSdiagnostics-67.png │ │ ├── JAGSdiagnostics-68.png │ │ ├── JAGSdiagnostics-69.png │ │ ├── JAGSdiagnostics-7.png │ │ ├── JAGSdiagnostics-70.png │ │ ├── JAGSdiagnostics-71.png │ │ ├── JAGSdiagnostics-72.png │ │ ├── JAGSdiagnostics-73.png │ │ ├── JAGSdiagnostics-74.png │ │ ├── JAGSdiagnostics-75.png │ │ ├── JAGSdiagnostics-76.png │ │ ├── JAGSdiagnostics-77.png │ │ ├── JAGSdiagnostics-78.png │ │ ├── JAGSdiagnostics-79.png │ │ ├── JAGSdiagnostics-8.png │ │ ├── JAGSdiagnostics-80.png │ │ ├── JAGSdiagnostics-81.png │ │ ├── JAGSdiagnostics-82.png │ │ ├── JAGSdiagnostics-83.png │ │ ├── JAGSdiagnostics-84.png │ │ ├── JAGSdiagnostics-85.png │ │ ├── JAGSdiagnostics-86.png │ │ ├── JAGSdiagnostics-87.png │ │ ├── JAGSdiagnostics-88.png │ │ ├── JAGSdiagnostics-89.png │ │ ├── JAGSdiagnostics-9.png │ │ ├── JAGSdiagnostics-90.png │ │ ├── JAGSdiagnostics-91.png │ │ ├── JAGSdiagnostics-92.png │ │ ├── owlsData-1.png │ │ ├── runJAGSolre-1.png │ │ ├── unnamed-chunk-1-1.png │ │ ├── unnamed-chunk-10-1.png │ │ ├── unnamed-chunk-12-1.png │ │ ├── unnamed-chunk-13-1.png │ │ ├── unnamed-chunk-13-2.png │ │ ├── unnamed-chunk-15-1.png │ │ ├── unnamed-chunk-17-1.png │ │ ├── unnamed-chunk-2-1.png │ │ ├── unnamed-chunk-20-1.png │ │ ├── unnamed-chunk-23-1.png │ │ ├── unnamed-chunk-24-1.png │ │ ├── unnamed-chunk-25-1.png │ │ ├── unnamed-chunk-28-1.png │ │ ├── unnamed-chunk-29-1.png │ │ ├── unnamed-chunk-30-1.png │ │ ├── unnamed-chunk-5-1.png │ │ └── unnamed-chunk-9-1.png ├── 2017-Resampling │ ├── CrossValidationLecture.Rmd │ ├── CrossValidationLecture.html │ ├── CrossValidationLecture.md │ ├── CrossValidationLecture_files │ │ ├── figure-html │ │ │ ├── unnamed-chunk-4-1.png │ │ │ └── unnamed-chunk-7-1.png │ │ └── figure-markdown_github │ │ │ └── unnamed-chunk-4-1.png │ ├── Graphics │ │ ├── unnamed-chunk-10-1.png │ │ ├── unnamed-chunk-11-1.png │ │ ├── unnamed-chunk-12-1.png │ │ ├── unnamed-chunk-4-1.png │ │ └── unnamed-chunk-7-1.png │ ├── StatsCafe2017_SeriesResampling_Session1and2.Rmd │ ├── StatsCafe2017_SeriesResampling_Session1and2.md │ ├── StatsCafe2017_SeriesResampling_Session1and2_files │ │ └── figure-html │ │ │ ├── unnamed-chunk-11-1.png │ │ │ ├── unnamed-chunk-12-1.png │ │ │ ├── unnamed-chunk-12-2.png │ │ │ ├── unnamed-chunk-13-1.png │ │ │ ├── unnamed-chunk-14-1.png │ │ │ ├── unnamed-chunk-14-2.png │ │ │ └── unnamed-chunk-6-1.png │ ├── StatsCafe2017_SeriesResampling_Session3Bootstrap.Rmd │ ├── StatsCafe2017_SeriesResampling_Session3Bootstrap.md │ ├── StatsCafe2017_SeriesResampling_Session5.Rmd │ ├── StatsCafe2017_SeriesResampling_Session5.md │ ├── StatsCafe2017_SeriesResampling_Session5_files │ │ └── figure-html │ │ │ ├── unnamed-chunk-2-1.png │ │ │ ├── unnamed-chunk-3-1.png │ │ │ ├── unnamed-chunk-5-1.png │ │ │ ├── unnamed-chunk-5-2.png │ │ │ ├── unnamed-chunk-7-1.png │ │ │ └── unnamed-chunk-7-2.png │ ├── biasvariance.png │ └── figures │ │ ├── Confidence_interval.png │ │ ├── OverviewResamplingMethods.png │ │ ├── Sampling_Mean_Distribution.png │ │ └── Z-Scores_Wiki.png ├── 2018-MachineLearning │ ├── 01_statistical_modelling.pdf │ ├── 02_cart.pdf │ ├── StatsCafeANN.pdf │ ├── ann_digit_recognition.html │ ├── ann_digit_recognition.rmd │ ├── boosting.Rmd │ ├── boosting.html │ └── boostingText.pdf ├── 2018-TimeSeries │ ├── StatisticsCafe-2018-ArneSchroeder_timeseries3-EDM.pdf │ ├── Statistik-Cafe-2018-Quantitative-methods-tree-growth-data-Kahle.pdf │ ├── intro-timeseries.Rnw │ └── intro-timeseries.pdf ├── 2019-FittingProcessModels │ ├── ABCsummarystatistics_talkMarieke.pdf │ ├── FittingProcessModels_I │ │ ├── FittingProcessModel_1.Rnw │ │ └── FittingProcessModel_1.pdf │ └── FittingProcessModels_II │ │ ├── EddyCovarianceDataBorealSites.rdata │ │ ├── FittingProcessModel_2.Rnw │ │ ├── FittingProcessModel_2.pdf │ │ ├── PRELES.png │ │ ├── modified_bayes_theorem_2x.png │ │ └── parameterRanges.rdata ├── 2022-Bayes │ ├── Bayes_1_intro.pdf │ ├── Bayes_2_jagsstuff.R │ ├── Bayes_2_regression.pdf │ ├── Bayes_3_MCMC.pdf │ ├── Bayes_4_prior.pdf │ ├── Bayes_5_lme.pdf │ ├── Bayes_5_mixed_with_JAGS.r │ ├── Bayes_6_SSM.R │ ├── Bayes_6_SSM.pdf │ └── flycatcher.txt ├── 2024-Misc │ ├── piecewiseAndThresholds.R │ └── varImpStatsCafe.R ├── FlorianExamples │ ├── BiasLogistic.R │ ├── Concepts │ │ ├── CIs.R │ │ └── Type I & Type II error.Rmd │ ├── Regression │ │ ├── Centering │ │ │ └── pValuesCentering.R │ │ ├── UnivariateMultivariate.Rmd │ │ ├── UnivariateMultivariate.md │ │ └── UnivariateMultivariate_files │ │ │ └── figure-html │ │ │ ├── unnamed-chunk-10-1.png │ │ │ ├── unnamed-chunk-11-1.png │ │ │ ├── unnamed-chunk-3-1.png │ │ │ ├── unnamed-chunk-6-1.png │ │ │ └── unnamed-chunk-7-1.png │ ├── hub-fittingProcessBasedModels.md │ └── hub-simulationBasedInference.md ├── StatsCafe │ ├── Linear_models_jags.Rmd │ ├── Linear_models_jags.md │ └── figure │ │ ├── unnamed-chunk-15-1.png │ │ ├── unnamed-chunk-16-1.png │ │ ├── unnamed-chunk-21-1.png │ │ ├── unnamed-chunk-7-1.png │ │ ├── unnamed-chunk-8-1.png │ │ └── unnamed-chunk-9-1.png └── StatsCafeIdeas │ └── Zelig.Rmd ├── R ├── R.md ├── R10-gettingStarted.Rmd ├── R10-gettingStarted.md ├── R20-DataStructures.Rmd ├── R20-DataStructures.md ├── R40-plottingInR.Rmd ├── R40-plottingInR.md ├── R40-plottingInR_files │ └── figure-html │ │ └── unnamed-chunk-1-1.png ├── R45-FunctionsAndPackages.md ├── R50-ProgrammingWithR.md ├── R60-Reporting.md ├── R70-PackageDevelopment.md ├── R80-solvingProblems.md └── R90-RPHC.md ├── README.md ├── Stats ├── stats00-preface.md ├── stats01-DescriptiveStatistics.md ├── stats02-explorativeDataAnalysis.Rmd ├── stats02-explorativeDataAnalysis.md ├── stats02-explorativeDataAnalysis_files │ └── figure-html │ │ ├── unnamed-chunk-10-1.png │ │ ├── unnamed-chunk-10-2.png │ │ ├── unnamed-chunk-10-3.png │ │ ├── unnamed-chunk-101.png │ │ ├── unnamed-chunk-102.png │ │ ├── unnamed-chunk-103.png │ │ ├── unnamed-chunk-104.png │ │ ├── unnamed-chunk-105.png │ │ ├── unnamed-chunk-11-1.png │ │ ├── unnamed-chunk-12-1.png │ │ ├── unnamed-chunk-12-2.png │ │ ├── unnamed-chunk-12-3.png │ │ ├── unnamed-chunk-13-1.png │ │ ├── unnamed-chunk-13-2.png │ │ ├── unnamed-chunk-13-3.png │ │ ├── unnamed-chunk-14-1.png │ │ ├── unnamed-chunk-15-1.png │ │ ├── unnamed-chunk-16-1.png │ │ ├── unnamed-chunk-17-1.png │ │ ├── unnamed-chunk-18-1.png │ │ ├── unnamed-chunk-19-1.png │ │ ├── unnamed-chunk-20-1.png │ │ ├── unnamed-chunk-5-1.png │ │ ├── unnamed-chunk-5-2.png │ │ ├── unnamed-chunk-51.png │ │ ├── unnamed-chunk-52.png │ │ ├── unnamed-chunk-6-1.png │ │ ├── unnamed-chunk-6.png │ │ ├── unnamed-chunk-7-1.png │ │ ├── unnamed-chunk-7-2.png │ │ ├── unnamed-chunk-7-3.png │ │ ├── unnamed-chunk-71.png │ │ ├── unnamed-chunk-72.png │ │ ├── unnamed-chunk-73.png │ │ ├── unnamed-chunk-8-1.png │ │ ├── unnamed-chunk-8-2.png │ │ ├── unnamed-chunk-8-3.png │ │ ├── unnamed-chunk-81.png │ │ ├── unnamed-chunk-82.png │ │ ├── unnamed-chunk-83.png │ │ ├── unnamed-chunk-84.png │ │ ├── unnamed-chunk-9-1.png │ │ └── unnamed-chunk-9-2.png ├── stats03-summaryStatistisc.Rmd ├── stats03-summaryStatistisc.md ├── stats03-summaryStatistisc_files │ └── figure-html │ │ ├── unnamed-chunk-10-1.png │ │ ├── unnamed-chunk-11.png │ │ ├── unnamed-chunk-12-1.png │ │ ├── unnamed-chunk-12.png │ │ ├── unnamed-chunk-15-1.png │ │ ├── unnamed-chunk-16-1.png │ │ ├── unnamed-chunk-2-1.png │ │ ├── unnamed-chunk-2.png │ │ ├── unnamed-chunk-4-1.png │ │ ├── unnamed-chunk-4.png │ │ ├── unnamed-chunk-5-1.png │ │ ├── unnamed-chunk-5.png │ │ ├── unnamed-chunk-6-1.png │ │ ├── unnamed-chunk-7-1.png │ │ ├── unnamed-chunk-71.png │ │ ├── unnamed-chunk-72.png │ │ ├── unnamed-chunk-73.png │ │ ├── unnamed-chunk-74.png │ │ ├── unnamed-chunk-8-1.png │ │ ├── unnamed-chunk-8.png │ │ └── unnamed-chunk-9-1.png ├── stats10-StatisticalInference.md ├── stats12-basic_tests.Rmd ├── stats12-basic_tests.md ├── stats12-basic_tests_files │ └── figure-html │ │ ├── unnamed-chunk-13-1.png │ │ ├── unnamed-chunk-13.png │ │ ├── unnamed-chunk-18-1.png │ │ ├── unnamed-chunk-18.png │ │ ├── unnamed-chunk-2-1.png │ │ ├── unnamed-chunk-2.png │ │ ├── unnamed-chunk-22-1.png │ │ ├── unnamed-chunk-22.png │ │ ├── unnamed-chunk-26-1.png │ │ ├── unnamed-chunk-26.png │ │ ├── unnamed-chunk-32-1.png │ │ ├── unnamed-chunk-32.png │ │ ├── unnamed-chunk-33-1.png │ │ ├── unnamed-chunk-33.png │ │ ├── unnamed-chunk-36-1.png │ │ ├── unnamed-chunk-36.png │ │ ├── unnamed-chunk-41-1.png │ │ ├── unnamed-chunk-41.png │ │ ├── unnamed-chunk-50-1.png │ │ ├── unnamed-chunk-50.png │ │ ├── unnamed-chunk-53-1.png │ │ ├── unnamed-chunk-53.png │ │ ├── unnamed-chunk-57-1.png │ │ ├── unnamed-chunk-57.png │ │ ├── unnamed-chunk-59-1.png │ │ ├── unnamed-chunk-59.png │ │ ├── unnamed-chunk-6-1.png │ │ ├── unnamed-chunk-6.png │ │ ├── unnamed-chunk-61-1.png │ │ ├── unnamed-chunk-61.png │ │ ├── unnamed-chunk-64-1.png │ │ ├── unnamed-chunk-64.png │ │ ├── unnamed-chunk-65-1.png │ │ ├── unnamed-chunk-65.png │ │ ├── unnamed-chunk-66-1.png │ │ ├── unnamed-chunk-66.png │ │ ├── unnamed-chunk-67-1.png │ │ ├── unnamed-chunk-67.png │ │ ├── unnamed-chunk-69-1.png │ │ ├── unnamed-chunk-69.png │ │ ├── unnamed-chunk-7-1.png │ │ ├── unnamed-chunk-7.png │ │ ├── unnamed-chunk-78-1.png │ │ ├── unnamed-chunk-78.png │ │ ├── unnamed-chunk-8-1.png │ │ ├── unnamed-chunk-8.png │ │ ├── unnamed-chunk-80-1.png │ │ └── unnamed-chunk-80.png ├── stats13-anova.Rmd ├── stats13-anova.md ├── stats13-anova_files │ └── figure-html │ │ ├── unnamed-chunk-101.png │ │ ├── unnamed-chunk-102.png │ │ ├── unnamed-chunk-103.png │ │ ├── unnamed-chunk-104.png │ │ ├── unnamed-chunk-11.png │ │ ├── unnamed-chunk-131.png │ │ ├── unnamed-chunk-132.png │ │ ├── unnamed-chunk-141.png │ │ ├── unnamed-chunk-142.png │ │ ├── unnamed-chunk-143.png │ │ ├── unnamed-chunk-144.png │ │ ├── unnamed-chunk-151.png │ │ ├── unnamed-chunk-152.png │ │ ├── unnamed-chunk-18.png │ │ ├── unnamed-chunk-21.png │ │ ├── unnamed-chunk-22.png │ │ ├── unnamed-chunk-23.png │ │ ├── unnamed-chunk-26.png │ │ ├── unnamed-chunk-29.png │ │ ├── unnamed-chunk-30.png │ │ ├── unnamed-chunk-33.png │ │ ├── unnamed-chunk-34.png │ │ ├── unnamed-chunk-4.png │ │ ├── unnamed-chunk-5.png │ │ ├── unnamed-chunk-61.png │ │ ├── unnamed-chunk-62.png │ │ ├── unnamed-chunk-7.png │ │ └── unnamed-chunk-8.png ├── stats21-linearRegression.Rmd ├── stats21-linearRegression.md ├── stats21-linearRegression_files │ └── figure-html │ │ ├── unnamed-chunk-10.png │ │ ├── unnamed-chunk-13.png │ │ ├── unnamed-chunk-14.png │ │ ├── unnamed-chunk-15.png │ │ ├── unnamed-chunk-16.png │ │ ├── unnamed-chunk-17.png │ │ ├── unnamed-chunk-18.png │ │ ├── unnamed-chunk-191.png │ │ ├── unnamed-chunk-192.png │ │ ├── unnamed-chunk-20.png │ │ ├── unnamed-chunk-21.png │ │ ├── unnamed-chunk-22.png │ │ ├── unnamed-chunk-231.png │ │ ├── unnamed-chunk-232.png │ │ ├── unnamed-chunk-24.png │ │ ├── unnamed-chunk-241.png │ │ ├── unnamed-chunk-242.png │ │ ├── unnamed-chunk-25.png │ │ ├── unnamed-chunk-251.png │ │ ├── unnamed-chunk-252.png │ │ ├── unnamed-chunk-253.png │ │ ├── unnamed-chunk-26.png │ │ ├── unnamed-chunk-27.png │ │ ├── unnamed-chunk-28.png │ │ ├── unnamed-chunk-29.png │ │ ├── unnamed-chunk-3.png │ │ ├── unnamed-chunk-30.png │ │ ├── unnamed-chunk-31.png │ │ ├── unnamed-chunk-33.png │ │ ├── unnamed-chunk-331.png │ │ ├── unnamed-chunk-332.png │ │ ├── unnamed-chunk-333.png │ │ ├── unnamed-chunk-34.png │ │ ├── unnamed-chunk-35.png │ │ ├── unnamed-chunk-351.png │ │ ├── unnamed-chunk-352.png │ │ ├── unnamed-chunk-353.png │ │ ├── unnamed-chunk-354.png │ │ ├── unnamed-chunk-355.png │ │ ├── unnamed-chunk-356.png │ │ ├── unnamed-chunk-36.png │ │ ├── unnamed-chunk-37.png │ │ ├── unnamed-chunk-39.png │ │ ├── unnamed-chunk-42.png │ │ ├── unnamed-chunk-46.png │ │ ├── unnamed-chunk-47.png │ │ ├── unnamed-chunk-48.png │ │ ├── unnamed-chunk-49.png │ │ ├── unnamed-chunk-50.png │ │ ├── unnamed-chunk-51.png │ │ ├── unnamed-chunk-53.png │ │ ├── unnamed-chunk-54.png │ │ ├── unnamed-chunk-55.png │ │ ├── unnamed-chunk-56.png │ │ ├── unnamed-chunk-57.png │ │ ├── unnamed-chunk-58.png │ │ ├── unnamed-chunk-6.png │ │ ├── unnamed-chunk-7.png │ │ ├── unnamed-chunk-8.png │ │ ├── unnamed-chunk-9.png │ │ ├── unnamed-chunk-91.png │ │ └── unnamed-chunk-92.png ├── stats23-GeneralizedLinearModels-GLM.Rmd ├── stats23-GeneralizedLinearModels-GLM.md ├── stats23-GeneralizedLinearModels-GLM_files │ └── figure-html │ │ ├── unnamed-chunk-11.png │ │ ├── unnamed-chunk-14.png │ │ ├── unnamed-chunk-15.png │ │ ├── unnamed-chunk-18.png │ │ ├── unnamed-chunk-19.png │ │ ├── unnamed-chunk-20.png │ │ ├── unnamed-chunk-21.png │ │ ├── unnamed-chunk-22.png │ │ ├── unnamed-chunk-23.png │ │ ├── unnamed-chunk-25.png │ │ ├── unnamed-chunk-28.png │ │ ├── unnamed-chunk-3.png │ │ ├── unnamed-chunk-35.png │ │ ├── unnamed-chunk-361.png │ │ ├── unnamed-chunk-362.png │ │ ├── unnamed-chunk-363.png │ │ ├── unnamed-chunk-364.png │ │ ├── unnamed-chunk-51.png │ │ ├── unnamed-chunk-52.png │ │ ├── unnamed-chunk-7.png │ │ ├── unnamed-chunk-8.png │ │ └── unnamed-chunk-9.png ├── stats30-AdvancedTopics.md ├── stats32-MixedModels.md ├── stats33-SimulatingSpatialAutocorrelation.Rmd ├── stats33-SimulatingSpatialAutocorrelation.md ├── stats33-SimulatingSpatialAutocorrelation_files │ └── figure-html │ │ ├── load d222 and plot-1.png │ │ ├── load_d222_and_plot-1.png │ │ ├── plot first correlogramm-1.png │ │ ├── plot residualmap-1.png │ │ ├── plot variogramm-1.png │ │ └── plot_first_correlogramm-1.png ├── stats33-createPredictorApproachesToSpatialAutocorrelation.md ├── stats33-nonStationaryApproachesToSpatialAutocorrelation.md ├── stats33-vcovApproachesToSpatialAutocorrelation.md ├── stats34-AdvancedRegression.md ├── stats35-modelSelection.md ├── stats40-hierarchicalModels.md ├── stats50-MultivariateStatistics.md ├── stats60-NonparametricMethods.md ├── stats80-MachineLearning.md └── stats90-references.md ├── _config.yml ├── _includes ├── breadcrumbs.html ├── footer.html ├── github.svg ├── head.html ├── header.html ├── home.svg ├── menu-icon.svg └── twitter.svg ├── _layouts ├── default.html ├── page.html └── post.html ├── about.md ├── checklists ├── analysingData.md ├── checklists.md ├── commonStatisticalMistakes.md ├── planningExperiment.md └── whichAnalysis.md ├── css ├── main.css └── styles │ ├── arta.css │ ├── ascetic.css │ ├── atelier-dune.dark.css │ ├── atelier-dune.light.css │ ├── atelier-forest.dark.css │ ├── atelier-forest.light.css │ ├── atelier-heath.dark.css │ ├── atelier-heath.light.css │ ├── atelier-lakeside.dark.css │ ├── atelier-lakeside.light.css │ ├── atelier-seaside.dark.css │ ├── atelier-seaside.light.css │ ├── brown_paper.css │ ├── brown_papersq.png │ ├── codepen-embed.css │ ├── color-brewer.css │ ├── dark.css │ ├── default.css │ ├── docco.css │ ├── far.css │ ├── foundation.css │ ├── github.css │ ├── googlecode.css │ ├── hybrid.css │ ├── idea.css │ ├── ir_black.css │ ├── kimbie.dark.css │ ├── kimbie.light.css │ ├── magula.css │ ├── mono-blue.css │ ├── monokai.css │ ├── obsidian.css │ ├── paraiso.dark.css │ ├── paraiso.light.css │ ├── pojoaque.css │ ├── pojoaque.jpg │ ├── railscasts.css │ ├── rainbow.css │ ├── school_book.css │ ├── school_book.png │ ├── solarized_dark.css │ ├── solarized_light.css │ ├── sunburst.css │ ├── tomorrow-night-blue.css │ ├── 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-------------------------------------------------------------------------------- /Data/Dormann2013/binomialdata.csv: -------------------------------------------------------------------------------- 1 | "S","lebend","total" 2 | 0,10,10 3 | 0.29,18,18 4 | 0.57,20,20 5 | 0.86,11,12 6 | 1.14,11,11 7 | 1.43,10,10 8 | 1.71,8,11 9 | 2,15,17 10 | 2.29,5,10 11 | 2.57,3,10 12 | 2.86,3,14 13 | 3.14,4,18 14 | 3.43,1,14 15 | 3.71,1,14 16 | 4,1,12 17 | -------------------------------------------------------------------------------- /Data/Dormann2013/readme.md: -------------------------------------------------------------------------------- 1 | Data from textbook Dormann, C. F. (2013) Parametrische Statistik. Springer, , 333-334. -------------------------------------------------------------------------------- /Data/Dormann2013/regressionsbeispiel.csv: -------------------------------------------------------------------------------- 1 | "x","y" 2 | 1,9 3 | 2,9 4 | 3,10 5 | 4,7 6 | 5,7 7 | 6,7 8 | 7,7 9 | 8,6 10 | 9,7 11 | 10,5 12 | 42,33 13 | 35,40 14 | -------------------------------------------------------------------------------- /Data/InterestingTeachingDatasets/AirlineCrashes.md: -------------------------------------------------------------------------------- 1 | http://rud.is/b/2015/03/31/more-airline-crashes-via-the-hadleyverse/ -------------------------------------------------------------------------------- /Data/MixedEffectModelsLectureData/martes.Rdata: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/biometry/APES/ea230d4c37ce39caf828758430b4d00ca79cf0af/Data/MixedEffectModelsLectureData/martes.Rdata 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-------------------------------------------------------------------------------- 1 | * http://ofer.sci.ccny.cuny.edu/sound_analysis_pro 2 | * http://www.r-bloggers.com/intro-to-sound-analysis-with-r/ 3 | * http://rug.mnhn.fr/seewave/ 4 | * http://www.birds.cornell.edu/brp/raven/ravenoverview.html 5 | -------------------------------------------------------------------------------- /Hubs/hub-machinelearning.md: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | https://www.kaggle.com/ 5 | -------------------------------------------------------------------------------- /Hubs/hub-metaanalysis.md: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | http://handbook.cochrane.org/part_2_general_methods_for_cochrane_reviews.htm 5 | -------------------------------------------------------------------------------- /Hubs/hubs.md: -------------------------------------------------------------------------------- 1 | --- 2 | layout: page 3 | title: How to use Hubs 4 | permalink: /Hubs/ 5 | # category: hubs 6 | labels: main 7 | --- 8 | 9 | 10 | The idea of the APES hubs is to summarize the state-of-the art of a particular area of environmental statistics. 11 | -------------------------------------------------------------------------------- /LectureNotes/2014-StatsIntroDBU/readme.md: -------------------------------------------------------------------------------- 1 | Scripts from a statistics intro course by Simone Ciuti and Florian Hartig 2 | -------------------------------------------------------------------------------- /LectureNotes/2015-BScStatistik/9-VGAM/VGAM_files/figure-html/unnamed-chunk-1-1.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/biometry/APES/ea230d4c37ce39caf828758430b4d00ca79cf0af/LectureNotes/2015-BScStatistik/9-VGAM/VGAM_files/figure-html/unnamed-chunk-1-1.png 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