Simulating Correlated Binary and Multinomial Responses under Marginal Model Specification: The SimCorMultRes Package
By: Researcher
Disclaimer: The provided code links for this paper are external links. Science Nest has no responsibility for the accuracy, legality or content of these links. Also, by downloading this code(s), you agree to comply with the terms of use as set out by the author(s) of the code(s).
| Authors | Anestis Touloumis |
| Journal/Conference Name | The R Journal |
| Paper Category | Other |
| Paper Abstract | We developed the R package SimCorMultRes to facilitate simulation of correlated categorical (binary and multinomial) responses under a desired marginal model specification. The simulated correlated categorical responses are obtained by applying threshold approaches to correlated continuous responses of underlying regression models and the dependence structure is parametrized in terms of the correlation matrix of the latent continuous responses. This article provides an elaborate introduction to the SimCorMultRes package demonstrating its design and usage via three examples. The package can be obtained via CRAN. |
| Date of publication | 2016 |
| Code Programming Language | R |
| Comment |
Copyright Researcher 2022