From 3bdc9d401e417f673409b8609099715fcc53fd4c Mon Sep 17 00:00:00 2001 From: Janis Hutz Date: Tue, 5 May 2026 16:01:45 +0200 Subject: [PATCH] [PS] Finish estimators --- .../parts/06_estimators/03_properties.tex | 36 ++++++++++++++++++ .../probability-and-statistics-cheatsheet.pdf | Bin 425863 -> 428797 bytes .../probability-and-statistics-cheatsheet.tex | 1 + 3 files changed, 37 insertions(+) create mode 100644 semester4/ps/ps-jh/parts/06_estimators/03_properties.tex diff --git a/semester4/ps/ps-jh/parts/06_estimators/03_properties.tex b/semester4/ps/ps-jh/parts/06_estimators/03_properties.tex new file mode 100644 index 0000000..fc05f25 --- /dev/null +++ b/semester4/ps/ps-jh/parts/06_estimators/03_properties.tex @@ -0,0 +1,36 @@ +\subsection{Verteilungsaussagen} +Approx. von Verteilung von Schätzer unter $\P_\vartheta$ (wenn $T$ Summe mit $\cY_k$ im $\P_\vartheta$). +Solche sind approx. Normalverteilt unter $\P_\vartheta$, mit Parametern $\mu = n \E_\vartheta[\cY_k]$ und $\sigma^2 = n \V_\vartheta[\cY_k]$. + +\shortdefinition[$\chi^2$-Verteilung] $\cX$ ist $\chi^2$-verteilt mit $m$ Freiheitsgraden, falls Dichte für $x \geq 0$ (wir schreiben $\cX \sim \chi^2_m$): +\[ + f_\cX(x) = \frac{1}{2^{\frac{m}{2}} \Gamma\left(\frac{m}{2}\right)} x^{\frac{m}{2} - 1} e^{-\frac{x}{2}} +\] + +\shortremark[(Eulersche) Gammafunktion] $\forall x \geq 0$: +\[ + \Gamma(x) = \int_{0}^{\8} t^{x - 1} e^{-t} \dx t \qquad \Gamma(n + 1) = n! \text{ mit } n \in \N_0 +\] + +\shortremark $\cX_k \sim \cN(0, 1)$ i.i.d: $\displaystyle \left( \sum_{k = 1}^{m} \cX_k^2 \right) \sim \chi^2_m$. +$\chi^2_2 = \text{Exp}(\frac{1}{2})$ + +\shortdefinition[Studentsche $t$-Verteilung] $\cX \sim t_m$ falls Dichte +\[ + f_\cX(x) = \frac{\Gamma\left( \frac{m + 1}{2} \right)}{\sqrt{m \pi} \Gamma \left( \frac{m}{2} \right)} \left( 1 + \frac{x^2}{m} \right)^{-\frac{m + 1}{2}} +\] + +\shortremark $\cX \sim \cN(0, 1)$, $\cY \sim \chi^2_m$ unabh., dann: $\frac{\cX}{\sqrt{\frac{1}{m} \cY}} \sim t_m$ +Mit $m = 1$ Cauchy-V. mit $m \rightarrow \8$ asympt. $\cN(0, 1)$. $t_m$ symm. um $0$ wie $\cN(0, 1)$, aber \bi{langschänziger} + +\shorttheorem Für $\cX_k \sim \cN(\mu, \sigma^2)$ i.i.d. und +\[ + \overline{\cX}_n = \sum_{k = 1}^{n} \cX_k, \qquad S^2 = \frac{1}{n - 1} \sum_{k = 1}^{n} (\cX_k - \overline{\cX}_n)^2 +\] +\begin{enumerate} + \item $\overline{\cX}_n \sim \cN\left( \mu, \frac{1}{n} \sigma^2 \right)$, also: $\frac{\overline{\cX}_n - \mu}{q} \sim \cN(0, 1)$ mit $q = \frac{\sigma}{\sqrt{n}}$ + \item $\frac{n - 1}{\sigma^2} S^2 = \frac{1}{\sigma^2} \sum_{k = 1}^{n} (\cX_k - \overline{\cX}_n)^2 \sim \chi^2_{n - 1}$ + \item $\overline{\cX}_n$ und $S^2$ sind unabhängig + \item $\displaystyle \frac{\overline{\cX}_n - \mu}{\frac{S}{\sqrt{n}}} + = \frac{\frac{\overline{\cX}_n - \mu}{\sigma \div \sqrt{n}}}{\sqrt{\frac{1}{n - 1} \frac{n - 1}{\sigma^2} S^2}}$ +\end{enumerate} diff --git 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\input{parts/06_estimators/00_basics.tex} \input{parts/06_estimators/01_estimators.tex} \input{parts/06_estimators/02_max-likelihood.tex} +\input{parts/06_estimators/03_properties.tex} % \input{parts/06_estimators/}