STAT 5117. Applied Multivariate Analysis (3-0-3) Prerequisite: STAT 3127 with a grade of C or better. Applied multivariate methods, sample correlations, multivariate date plots, eigenvalues and eigenvectors, principle components analysis, factor analysis, discriminant analysis, logistic regression methods, cluster analysis, mean vectors and variance-covariance matrices, multivariate analysis of variance, prediction models.
STAT 5118. Applied Nonparametric Methods (3-0-3) Prerequisite: STAT 3127 with a grade of "C" or better. Rank tests of comparing two treatments, comparing two treatments or attributes in a population model, blocked comparisons for two treatments, paired comparisons in a population model and the one-sample problem, the comparison of more than two treatments, randomized complete blocks, tests of randomness and independence.
STAT 5119. Applied Categorical Data Analysis (3-0-3) Prerequisite: STAT 3127 with a grade of "C" or better. Sampling distributions, two by two contingence tables, Simpson's paradox and 2ˆ3 Tables, Goodman's full rank interaction analyzed for two way tables, further examples and extensions, conditional independence models for two-way tables, further topics.