PROBABILITY AND STATISTICS II

Catalog description

Special distributions, including binomial, hypergeometric, Poisson, negative binomial, normal, gamma, beta, multinomial, and bivariate normal distributions. Prior and posterior distributions. Estimations of parameters, including Bayes estimators and maximum likelihood estimators. Confidence intervals, testing, and hypotheses. Chi-square test and t-test. Non-parametric tests. Regression and analysis of variance.