Chi square Distribution §

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Definition §

let be iid N(0,1). Then follows a chi-square distribution with n degrees of freedom Note: If there are some linear constraints upon z’s like: then the degrees of freedom Decrease by the number of constraints in the model

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Pmf & CDF: §

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Variance & Expected Value §

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Distribution plot §