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eth-summaries/semester4/ps/ps-jh/probability-and-statistics-cheatsheet.tex
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\documentclass{article}
\PassOptionsToPackage{skip=0pt}{parskip}
\input{~/projects/latex/janishutz-helpers.tex}
\usepackage{bm}
\usepackage{lmodern}
\setFontType{sans}
\setupCheatSheet{Wahrscheinlichkeit und Statistik}
\loadGerman
\setnumberingpreset{off}
\renewcommand{\definitionShortNamingDE}{Def}
\renewcommand{\propositionShortNamingDE}{Prop}
\renewcommand{\remarkShortNamingDE}{Bem}
\setsubsectionnumbering{section}
\renewcommand{\examplenumbering}{off}
\newcommand{\cov}{\text{cov}}
\renewcommand{\vec}[1]{\bm{#1}}
\begin{document}
\startDocument
\noverticalspacing
% TODO: Short combinatorics summary
% TODO: Most important sequences transforms
% TODO: Logarithms (maybe including table), trick with -\ln(...) using \ln(1) - \ln(...)
% TODO: Basic analysis stuff (some common integrals, fundamental theorem)
\section{Basics}
\input{parts/00_basics/00_probability-space.tex}
\input{parts/00_basics/01_examples-probability-spaces.tex}
\input{parts/00_basics/02_properties-of-events.tex}
\input{parts/00_basics/03_properties-of-measures.tex}
\input{parts/00_basics/04_conditional-probability.tex}
\input{parts/00_basics/05_independence.tex}
\newsection
\section{Zufallsvar., Verteilungsfunktionen}
\input{parts/01_random-variables/00_definition.tex}
\input{parts/01_random-variables/01_distribution-function.tex}
\input{parts/01_random-variables/02_independence.tex}
\input{parts/01_random-variables/03_transformations.tex}
\input{parts/01_random-variables/04_construction.tex}
\newsectionNoPB
\section{Diskrete und stetige ZV}
\input{parts/02_discrete-continuous-rv/00_continuity-of-pdf.tex}
\input{parts/02_discrete-continuous-rv/01_almost-certain-events.tex}
\input{parts/02_discrete-continuous-rv/02_discrete-rv.tex}
\input{parts/02_discrete-continuous-rv/03_distributions/00_bin.tex}
\input{parts/02_discrete-continuous-rv/03_distributions/01_geom.tex}
\input{parts/02_discrete-continuous-rv/03_distributions/02_negbin.tex}
\input{parts/02_discrete-continuous-rv/03_distributions/03_hyp-geom.tex}
\input{parts/02_discrete-continuous-rv/03_distributions/04_poisson.tex}
\input{parts/02_discrete-continuous-rv/04_cont-dist.tex}
\input{parts/02_discrete-continuous-rv/05_cont-distributions/00_eq.tex}
\input{parts/02_discrete-continuous-rv/05_cont-distributions/01_exp.tex}
\input{parts/02_discrete-continuous-rv/05_cont-distributions/02_cauchy.tex}
\input{parts/02_discrete-continuous-rv/05_cont-distributions/03_normal.tex}
% \input{parts/02_discrete-continuous-rv/}
\newsectionNoPB
\section{Erwartungswert}
\input{parts/03_expected-value/00_intro.tex}
\input{parts/03_expected-value/01_disc.tex}
\input{parts/03_expected-value/02_cont.tex}
\input{parts/03_expected-value/03_properties.tex}
\input{parts/03_expected-value/04_inequalities.tex}
\input{parts/03_expected-value/05_variance.tex}
\input{parts/03_expected-value/06_covariance.tex}
% \input{parts/03_expected-value/}
\newsection
\section{Gemeinsame Verteilungen}
\input{parts/04_joint-distribution/00_discrete.tex}
\input{parts/04_joint-distribution/01_continuous.tex}
% \input{parts/04_joint-distribution/}
\newsection
\section{Das Gesetz der grossen Zahlen}
\input{parts/05_limit-theorems/00_intro.tex}
\input{parts/05_limit-theorems/01_weak-law-of-large-numbers.tex}
\input{parts/05_limit-theorems/02_strong-law-of-large-numbers.tex}
\input{parts/05_limit-theorems/03_central-limit-theorem.tex}
\input{parts/05_limit-theorems/04_chernoff-bounds.tex}
% \input{parts/05_limit-theorems/}
\end{document}