Multinomial Logistik

This report presents two applications of the Chi-Square test using R: Chi-Square Test for Independence, applied to the UC Berkeley admissions dataset (UCBAdmissions), to determine whether there is a significant relationship between gender and admission status. Chi-Square Goodness-of-Fit Test, applied to the Hair and Eye Color dataset (HairEyeColor), to evaluate whether the distribution of eye colors follows a uniform distribution. The analysis includes data exploration, computation of Chi-Square statistics, p-values, degrees of freedom, and interpretations of the results to support statistical decision-making.