\documentclass[12pt]{book} \input{../../header} \lstset{inputpath=../code} \graphicspath{{figures/}} \typein[\pagenumber]{Number of first page} \typein[\chapternumber]{Chapter number} \setcounter{page}{\pagenumber} \setcounter{chapter}{\chapternumber} %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% \begin{document} \include{bootstrap} \section{TODO} This chapter easily covers two lectures: \begin{itemize} \item 1. Bootstrapping with a proper introduction of of confidence intervals \item 2. Permutation test with a proper introduction of statistical tests (distribution of nullhypothesis, significance, power, etc.) \end{itemize} ToDo: \begin{itemize} \item Add jacknife methods to bootstrapping \item Add discussion of confidence intervals to descriptive statistics chapter \item Have a separate chapter on statistical tests before. What is the essence of a statistical test (null hypothesis distribution), power analysis, and a few examples of existing functions for statistical tests. \end{itemize} \end{document}