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main.tex
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\documentclass[12pt,oneside]{book}
\usepackage[utf8]{inputenc}
\usepackage[colorlinks=true,urlcolor=blue]{hyperref}
\usepackage{amsmath,amssymb,amsfonts}
\usepackage{helvet}
\usepackage{natbib}
\usepackage[margin=1in]{geometry}
\usepackage{graphicx}
\usepackage{style751,times,theorem}
\renewcommand{\familydefault}{\sfdefault}
\setlength{\oddsidemargin}{-0.00in}
\setlength{\textwidth}{6.5in}
%\setlength{\topmargin}{-0.0in}
%\setlength{\textheight}{9.25in}
\setlength{\parskip}{1ex plus0.5ex minus0.2ex}
\parindent0em
\pagestyle{plain}
{\theorembodyfont{\rmfamily} \theoremstyle{plain} \newtheorem{defi}{Definition:}[section]}
{\theorembodyfont{\rmfamily} \theoremstyle{plain} \newtheorem{theo}[defi]{Theorem:}}
{\theorembodyfont{\rmfamily} \theoremstyle{plain} \newtheorem{exa}[defi]{Example:}}
{\theorembodyfont{\rmfamily} \theoremstyle{plain} \newtheorem{note}[defi]{Note:}}
\newcommand{\bdefi}{\vb\begin{defi}}
\newcommand{\edefi}{\end{defi}\vb}
\newcommand{\bsdefi}{\begin{defi}}
\newcommand{\esdefi}{\end{defi}}
\newcommand{\btheo}{\vb\begin{theo}}
\newcommand{\etheo}{\end{theo}\vb}
\newcommand{\bstheo}{\begin{theo}}
\newcommand{\estheo}{\end{theo}}
\newcommand{\bexa}{\vb\begin{exa}}
\newcommand{\eexa}{\end{exa}\vb}
\newcommand{\bsexa}{\begin{exa}}
\newcommand{\esexa}{\end{exa}}
\newcommand{\bnote}{\vb\begin{note}}
\newcommand{\enote}{\end{note}\vb}
\newcommand{\bsnote}{\begin{note}}
\newcommand{\esnote}{\end{note}}
\input{definitions}
\title{Advanced linear models for data science}
\author{Brian Caffo and Martin Lindquist}
\begin{document}
\maketitle
\newpage
\tableofcontents
\frontmatter
\input{preface.tex}
\mainmatter
\end{document}
\newpage
\input{01_Introduction.tex}
\newpage
\input{02_AlgebraReview.tex}
\newpage
\input{03_SingleParameter.tex}
\newpage
\input{04_LinearRegression.tex}
\newpage
\input{05_LeastSquares.tex}
\newpage
\input{06_Bases.tex}
\newpage
\input{07_Residuals.tex}
\newpage
\input{08_Examples.tex}
\newpage
\input{09_NonFullRank.tex}
\newpage
\input{10_Moments.tex}
\newpage
\input{11_MomentsProperties.tex}
\newpage
\input{12_GeneralizedLS.tex}
\newpage
\input{13_MVNormal.tex}
\newpage
\input{14_Quadratic.tex}
\newpage
\input{14_Distro.tex}
\newpage
\input{15_estimability.tex}
\newpage
\input{16_Simultaneous.tex}
\newpage
\input{17_residuals_diagnostics.tex}
\newpage
\input{18_underover.tex}
\newpage
\input{19_modelselection.tex}
\newpage
\input{20_penalties.tex}
\newpage
\input{21_pcr.tex}
\newpage
\input{22_timeseries.tex}
\newpage
\input{23_asymptotics.tex}
\newpage
\input{24_mixed_models.tex}
% \setcounter{section}{22}
\newpage
\input{25_bayes.tex}
\end{document}
\bibliographystyle{apalike}
\bibliography{database}
\end{document}