DTSA 5013 - Generalized Linear Models and Nonparametric Regression Course uri icon

Overview

description

  • Generalized Linear Models and Nonparametric Regression teaches generalized linear models (GLMs), which provide an introduction to classification (through logistic regression); nonparametric modeling, including kernel estimators, smoothing splines; and semi-parametric generalized additive models (GAMs). Emphasis will be placed on a firm conceptual understanding of these tools. Attention will also be given to ethical issues raised by using complicated statistical models.

instructor(s)

  • Zaharatos, Brian R  
    Primary Instructor - Fall 2021 / Spring 2022 / Summer 2022 / Fall 2022 / Spring 2023