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scientificComputing/bootstrap/lecture/bootstrap-chapter.tex

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TeX

\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}