├── .gitignore ├── _build ├── .doctrees │ ├── a01_background.doctree │ ├── b01_linearregression.doctree │ ├── environment.pickle │ └── index.doctree ├── html │ ├── .buildinfo │ ├── _sources │ │ ├── a01_background.md │ │ ├── b01_linearregression.ipynb │ │ └── index.md │ ├── _sphinx_design_static │ │ ├── design-tabs.js │ │ └── sphinx-design.min.css │ ├── _static │ │ ├── basic.css │ │ ├── check-solid.svg │ │ ├── clipboard.min.js │ │ ├── copy-button.svg │ │ ├── copybutton.css │ │ ├── copybutton.js │ │ ├── copybutton_funcs.js │ │ ├── design-tabs.js │ │ ├── doctools.js │ │ ├── documentation_options.js │ │ ├── file.png │ │ ├── images │ │ │ ├── logo_binder.svg │ │ │ ├── logo_colab.png │ │ │ ├── logo_deepnote.svg │ │ │ └── logo_jupyterhub.svg │ │ ├── language_data.js │ │ ├── locales │ │ │ ├── ar │ │ │ │ └── LC_MESSAGES │ │ │ │ │ ├── booktheme.mo │ │ │ │ │ └── booktheme.po │ │ │ ├── bg │ │ │ │ └── LC_MESSAGES │ │ │ │ │ ├── booktheme.mo │ │ │ │ │ └── booktheme.po │ │ │ ├── bn │ │ │ │ └── LC_MESSAGES │ │ │ │ │ ├── booktheme.mo │ │ │ │ │ └── booktheme.po │ │ │ ├── ca │ │ │ │ └── LC_MESSAGES │ │ │ │ │ ├── booktheme.mo │ │ │ │ │ └── booktheme.po │ │ │ ├── cs │ │ │ │ └── LC_MESSAGES │ │ │ │ │ ├── booktheme.mo │ │ │ │ │ └── booktheme.po │ │ │ ├── da │ │ │ │ └── LC_MESSAGES │ │ │ │ │ ├── booktheme.mo │ │ │ │ │ └── booktheme.po │ │ │ ├── de │ │ │ │ └── LC_MESSAGES │ │ │ │ │ ├── booktheme.mo │ │ │ │ │ └── booktheme.po │ │ │ ├── el │ │ │ │ └── LC_MESSAGES │ │ │ │ │ ├── booktheme.mo │ │ │ │ │ └── booktheme.po │ │ │ ├── eo │ │ │ │ └── LC_MESSAGES │ │ │ │ │ ├── booktheme.mo │ │ │ │ │ └── booktheme.po │ │ │ ├── es │ │ │ │ └── LC_MESSAGES │ │ │ │ │ ├── booktheme.mo │ │ │ │ │ └── booktheme.po │ │ │ ├── et │ │ │ │ └── LC_MESSAGES │ │ │ │ │ ├── booktheme.mo │ │ │ │ │ └── booktheme.po │ │ │ ├── fi │ │ │ │ └── LC_MESSAGES │ │ │ │ │ ├── booktheme.mo │ │ │ │ │ └── booktheme.po │ │ │ ├── fr │ │ │ │ └── LC_MESSAGES │ │ │ │ │ ├── booktheme.mo │ │ │ │ │ └── booktheme.po │ │ │ ├── hr │ │ │ │ └── LC_MESSAGES │ │ │ │ │ ├── booktheme.mo │ │ │ │ │ └── booktheme.po │ │ │ ├── id │ │ │ │ └── LC_MESSAGES │ │ │ │ │ ├── booktheme.mo │ │ │ │ │ └── booktheme.po │ │ │ ├── it │ │ │ │ └── LC_MESSAGES │ │ │ │ │ ├── booktheme.mo │ │ │ │ │ └── booktheme.po │ │ │ ├── iw │ │ │ │ └── LC_MESSAGES │ │ │ │ │ ├── booktheme.mo │ │ │ │ │ └── booktheme.po │ │ │ ├── ja │ │ │ │ └── LC_MESSAGES │ │ │ │ │ ├── booktheme.mo │ │ │ │ │ └── booktheme.po │ │ │ ├── ko │ │ │ │ └── LC_MESSAGES │ │ │ │ │ ├── booktheme.mo │ │ │ │ │ └── booktheme.po │ │ │ ├── lt │ │ │ │ └── LC_MESSAGES │ │ │ │ │ ├── booktheme.mo │ │ │ │ │ └── booktheme.po │ │ │ ├── lv │ │ │ │ └── LC_MESSAGES │ │ │ │ │ ├── booktheme.mo │ │ │ │ │ └── booktheme.po │ │ │ ├── ml │ │ │ │ └── LC_MESSAGES │ │ │ │ │ ├── booktheme.mo │ │ │ │ │ └── booktheme.po │ │ │ ├── mr │ │ │ │ └── LC_MESSAGES │ │ │ │ │ ├── booktheme.mo │ │ │ │ │ └── booktheme.po │ │ │ ├── ms │ │ │ │ └── LC_MESSAGES │ │ │ │ │ ├── booktheme.mo │ │ │ │ │ └── booktheme.po │ │ │ ├── nl │ │ │ │ └── LC_MESSAGES │ │ │ │ │ ├── booktheme.mo │ │ │ │ │ └── booktheme.po │ │ │ ├── no │ │ │ │ └── LC_MESSAGES │ │ │ │ │ ├── booktheme.mo │ │ │ │ │ └── booktheme.po │ │ │ ├── pl │ │ │ │ └── LC_MESSAGES │ │ │ │ │ ├── booktheme.mo │ │ │ │ │ └── booktheme.po │ │ │ ├── pt │ │ │ │ └── LC_MESSAGES │ │ │ │ │ ├── booktheme.mo │ │ │ │ │ └── booktheme.po │ │ │ ├── ro │ │ │ │ └── LC_MESSAGES │ │ │ │ │ ├── booktheme.mo │ │ │ │ │ └── booktheme.po │ │ │ ├── ru │ │ │ │ └── LC_MESSAGES │ │ │ │ │ ├── booktheme.mo │ │ │ │ │ └── booktheme.po │ │ │ ├── sk │ │ │ │ └── LC_MESSAGES │ │ │ │ │ ├── booktheme.mo │ │ │ │ │ └── booktheme.po │ │ │ ├── sl │ │ │ │ └── LC_MESSAGES │ │ │ │ │ ├── booktheme.mo │ │ │ │ │ └── booktheme.po │ │ │ ├── sr │ │ │ │ └── LC_MESSAGES │ │ │ │ │ ├── booktheme.mo │ │ │ │ │ └── booktheme.po │ │ │ ├── sv │ │ │ │ └── LC_MESSAGES │ │ │ │ │ ├── booktheme.mo │ │ │ │ │ └── booktheme.po │ │ │ ├── ta │ │ │ │ └── LC_MESSAGES │ │ │ │ │ ├── booktheme.mo │ │ │ │ │ └── booktheme.po │ │ │ ├── te │ │ │ │ └── LC_MESSAGES │ │ │ │ │ ├── booktheme.mo │ │ │ │ │ └── booktheme.po │ │ │ ├── tg │ │ │ │ └── LC_MESSAGES │ │ │ │ │ ├── booktheme.mo │ │ │ │ │ └── booktheme.po │ │ │ ├── th │ │ │ │ └── LC_MESSAGES │ │ │ │ │ ├── booktheme.mo │ │ │ │ │ └── booktheme.po │ │ │ ├── tl │ │ │ │ └── LC_MESSAGES │ │ │ │ │ ├── booktheme.mo │ │ │ │ │ └── booktheme.po │ │ │ ├── tr │ │ │ │ └── LC_MESSAGES │ │ │ │ │ ├── booktheme.mo │ │ │ │ │ └── booktheme.po │ │ │ ├── uk │ │ │ │ └── LC_MESSAGES │ │ │ │ │ ├── booktheme.mo │ │ │ │ │ └── booktheme.po │ │ │ ├── ur │ │ │ │ └── LC_MESSAGES │ │ │ │ │ ├── booktheme.mo │ │ │ │ │ └── booktheme.po │ │ │ ├── vi │ │ │ │ └── LC_MESSAGES │ │ │ │ │ ├── booktheme.mo │ │ │ │ │ └── booktheme.po │ │ │ ├── zh_CN │ │ │ │ └── LC_MESSAGES │ │ │ │ │ ├── booktheme.mo │ │ │ │ │ └── booktheme.po │ │ │ └── zh_TW │ │ │ │ └── LC_MESSAGES │ │ │ │ ├── booktheme.mo │ │ │ │ └── booktheme.po │ │ ├── logo.png │ │ ├── minus.png │ │ ├── mystnb.8ecb98da25f57f5357bf6f572d296f466b2cfe2517ffebfabe82451661e28f02.css │ │ ├── play-solid.svg │ │ ├── plus.png │ │ ├── pygments.css │ │ ├── sbt-webpack-macros.html │ │ ├── scripts │ │ │ ├── bootstrap.js │ │ │ ├── bootstrap.js.LICENSE.txt │ │ │ ├── bootstrap.js.map │ │ │ ├── pydata-sphinx-theme.js │ │ │ ├── pydata-sphinx-theme.js.map │ │ │ ├── sphinx-book-theme.js │ │ │ └── sphinx-book-theme.js.map │ │ ├── searchtools.js │ │ ├── sphinx-design.min.css │ │ ├── sphinx-thebe.css │ │ ├── sphinx-thebe.js │ │ ├── sphinx_highlight.js │ │ ├── styles │ │ │ ├── bootstrap.css │ │ │ ├── bootstrap.css.map │ │ │ ├── pydata-sphinx-theme.css │ │ │ ├── pydata-sphinx-theme.css.map │ │ │ ├── sphinx-book-theme.css │ │ │ ├── sphinx-book-theme.css.map │ │ │ └── theme.css │ │ ├── togglebutton.css │ │ ├── togglebutton.js │ │ ├── vendor │ │ │ └── fontawesome │ │ │ │ └── 6.5.2 │ │ │ │ ├── LICENSE.txt │ │ │ │ ├── css │ │ │ │ └── all.min.css │ │ │ │ ├── js │ │ │ │ ├── all.min.js │ │ │ │ └── all.min.js.LICENSE.txt │ │ │ │ └── webfonts │ │ │ │ ├── fa-brands-400.ttf │ │ │ │ ├── fa-brands-400.woff2 │ │ │ │ ├── fa-regular-400.ttf │ │ │ │ ├── fa-regular-400.woff2 │ │ │ │ ├── fa-solid-900.ttf │ │ │ │ ├── fa-solid-900.woff2 │ │ │ │ ├── fa-v4compatibility.ttf │ │ │ │ └── fa-v4compatibility.woff2 │ │ └── webpack-macros.html │ ├── a01_background.html │ ├── b01_linearregression.html │ ├── genindex.html │ ├── index.html │ ├── objects.inv │ ├── search.html │ └── searchindex.js └── jupyter_execute │ └── b01_linearregression.ipynb ├── _config.yml ├── _toc.yml ├── armax.ipynb ├── autocorrelated.ipynb ├── background.md ├── changepoint.ipynb ├── data.md ├── data ├── armaxdata.csv ├── building6during.csv ├── building6post.csv ├── building6pre.csv ├── building_1298.csv ├── linreg.csv └── statespace.csv ├── favicon.png ├── gaussianprocess.md ├── gp_forecast.ipynb ├── gp_timeseries.ipynb ├── hmm.ipynb ├── index.md ├── linearregression.ipynb ├── linearregression_stan.ipynb ├── logo.png ├── 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