Statistics

ST762 - Nonlinear Statistical Models for Univariate and Multivariate Response

Prerequisite: ST 512, ST 552

Inference for general nonlinear parametric statistical models for univariate and multivariate continuous and discrete response, including generalized linear models, nonlinear models with nonconstant variance, and generalized estimating equation procedures for multivariate response, including repeated measurement data. Linear and quadratic estimating equations, models for covariance structure, effects of model misspecification and robustness. Survey of major theoretical results and implementation using standard statistical software.

FA 2013 Sections: