multivariate-statistics/content/chapters/part1/3.tex

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\chapter{Tests Reminders}
\section{$\chi^2$ test of independence}
\section{$\chi^2$ test of goodness of fit}
Check if the observations is in adequation with a particular distribution.
\begin{example}[Mendel experiments]
Let $AB$, $Ab$, $aB$, $ab$ be the four possible genotypes of peas: colors and grain shape.
\begin{tabular}
\toprule
AB & Ab & aB & ab \\
\midrule
315 & 108 & 101 & 32 \\
\bottomrule
\end{tabular}
\end{example}
The test statistics is:
\[
D_{k,n} = \sum_{i=1}^{k} \frac{(N_i - np_i)^2}{np_i} \underoverset{H_0}{\mathcal{L}} \chi^2_{(n-1)(q-1)??}
\]