Unpublished Paper
Using R to Create Synthetic Discrete Response Regression Models
(2011)
  • Joseph Hilbe , Arizona State University
Abstract

The creation of synthetic models allows a researcher to better understand models as well as the bias that can occur when the assumptions upon which a model is based is violated. This article provides R code that can be used or amended to create a variety of discrete response regression models.

Keywords
  • synthetic,
  • pseudorandom,
  • logistic,
  • probit,
  • Poisson,
  • NB1,
  • NB2,
  • NB-C,
  • proportional odds,
  • multinomial
Publication Date
July 3, 2011
Citation Information
Joseph Hilbe. "Using R to Create Synthetic Discrete Response Regression Models" (2011)
Available at: http://works.bepress.com/joseph_hilbe/3/