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tut5-v1.0
...
c23ac95b90
| Author | SHA1 | Date | |
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| c23ac95b90 | |||
| 7640d83c37 |
@@ -1,4 +1,3 @@
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$pdflatex="pdflatex -shell-escape -interaction=nonstopmode -synctex=1 %O %S";
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$out_dir = 'build';
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$pdf_mode = 1;
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6
Makefile
6
Makefile
@@ -5,15 +5,15 @@ HANDOUTS := $(patsubst build/presentation_%.pdf,build/presentation_%_handout.pdf
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all: $(PRESENTATIONS) $(HANDOUTS)
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build/presentation_%.pdf: src/%/presentation.tex build/prepared
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TEXINPUTS=./lib/cel-slides-template-2025:$$TEXINPUTS latexmk $<
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TEXINPUTS=./lib/cel-slides-template-2025:$(dir $<):$$TEXINPUTS latexmk $<
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mv build/presentation.pdf $@
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build/presentation_%_handout.pdf: src/%/presentation.tex build/prepared
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TEXINPUTS=./lib/cel-slides-template-2025:$$TEXINPUTS latexmk -pdflatex='pdflatex %O "\def\ishandout{1}\input{%S}"' $<
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TEXINPUTS=./lib/cel-slides-template-2025:$(dir $<):$$TEXINPUTS latexmk -pdflatex='pdflatex %O "\def\ishandout{1}\input{%S}"' $<
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mv build/presentation.pdf $@
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build/prepared:
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mkdir -p build
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mkdir build
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touch build/prepared
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.PHONY: clean
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@@ -30,7 +30,7 @@
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\usepackage{tikz}
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\usepackage{tikz-3dplot}
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\usetikzlibrary{spy, external, intersections, positioning}
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%\tikzexternalize[prefix=build/]
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\tikzexternalize
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\usepackage{pgfplots}
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\pgfplotsset{compat=newest}
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@@ -291,64 +291,6 @@
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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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\subsection{Theorie Wiederholung}
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\begin{frame}
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\frametitle{Unabhängigkeit \& Korrelation}
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\vspace*{-10mm}
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\begin{itemize}
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\item Unabhängige ZV (stetig)
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\begin{columns}
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\column{\kitthreecolumns}
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\begin{align*}
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X,Y \text{ unabhängig}
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\hspace{5mm} \Leftrightarrow \hspace{5mm}
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f_{X,Y}(x,y) = f_X(x)f_Y(y)
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\end{align*}
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\column{\kitthreecolumns}
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\begin{lightgrayhighlightbox}
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Erinnerung: Unabhängige Ereignisse
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\begin{align*}
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X,Y \text{ \normalfont unabhängig}
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\hspace{5mm} \Leftrightarrow \hspace{5mm}
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P(AB) = P(A)P(B)
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\end{align*}
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\vspace*{-13mm}
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\end{lightgrayhighlightbox}
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\end{columns}
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\pause
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\item Kovarianz
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\begin{columns}
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\column{\kitthreecolumns}
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\begin{align*}
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\text{cov}(X,Y) &= E\bigg( \big(X - E(X)\big) \big(Y
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- E(Y)\big) \bigg) \\
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&= E(XY) - E(X)E(Y)
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\end{align*}
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\column{\kitthreecolumns}
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\begin{lightgrayhighlightbox}
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Erinnerung: Varianz
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\begin{align*}
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V(X) = E\big( \left(X - E(X)\right)^2 \big) = E(X^2) - E^2(X)
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\end{align*}
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\vspace*{-13mm}
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\end{lightgrayhighlightbox}
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\end{columns}
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\item Korrelation
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\begin{align*}
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E(XY)
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\end{align*}
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\pause
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\item Korrelationskoeffizient
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\begin{align*}
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\rho_{XY} = \frac{\text{cov}(X,Y)}{\sqrt{V(X)V(Y)}}
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\hspace{25mm} \rho_{XY} = 0
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\hspace{2mm}\Leftrightarrow\hspace{2mm}
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E(XY) = E(X)E(Y)
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\end{align*}
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\end{itemize}
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\end{frame}
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\begin{frame}
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\frametitle{Mehrdimensionale Zufallsvariablen}
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@@ -457,7 +399,65 @@
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\end{frame}
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\begin{frame}
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\frametitle{Unabhängigkeit vs. Korrelation}
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\frametitle{Unabhängigkeit \& Korrelation I}
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\vspace*{-10mm}
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\begin{itemize}
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\item Unabhängige ZV (stetig)
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\begin{columns}
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\column{\kitthreecolumns}
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\begin{align*}
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X,Y \text{ unabhängig}
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\hspace{5mm} \Leftrightarrow \hspace{5mm}
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f_{X,Y}(x,y) = f_X(x)f_Y(y)
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\end{align*}
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\column{\kitthreecolumns}
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\begin{lightgrayhighlightbox}
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Erinnerung: Unabhängige Ereignisse
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\begin{align*}
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X,Y \text{ \normalfont unabhängig}
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\hspace{5mm} \Leftrightarrow \hspace{5mm}
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P(AB) = P(A)P(B)
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\end{align*}
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\vspace*{-13mm}
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\end{lightgrayhighlightbox}
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\end{columns}
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\pause
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\item Kovarianz
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\begin{columns}
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\column{\kitthreecolumns}
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\begin{align*}
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\text{cov}(X,Y) &= E\bigg( \big(X - E(X)\big) \big(Y
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- E(Y)\big) \bigg) \\
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&= E(XY) - E(X)E(Y)
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\end{align*}
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\column{\kitthreecolumns}
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\begin{lightgrayhighlightbox}
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Erinnerung: Varianz
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\begin{align*}
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V(X) = E\big( \left(X - E(X)\right)^2 \big) = E(X^2) - E^2(X)
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\end{align*}
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\vspace*{-13mm}
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\end{lightgrayhighlightbox}
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\end{columns}
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\item Korrelation
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\begin{align*}
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E(XY)
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\end{align*}
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\pause
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\item Korrelationskoeffizient
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\begin{align*}
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\rho_{XY} = \frac{\text{cov}(X,Y)}{\sqrt{V(X)V(Y)}}
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\hspace{25mm} \rho_{XY} = 0
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\hspace{2mm}\Leftrightarrow\hspace{2mm}
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E(XY) = E(X)E(Y)
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\end{align*}
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\end{itemize}
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\end{frame}
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\begin{frame}
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\frametitle{Unabhängigkeit \& Korrelation II}
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\vspace*{-15mm}
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