DataGen: Generating Dataset consisting of Multivariate Count Outcome

In IvonneMartin/CombinedMultinomial:

Description

Generating Dataset consisting of Multivariate Count Outcome

Usage

DataGen(N, Q, S, beta, theta, s.u, n.cov, lvl.cov, Des, method, T = 2)

Arguments

N	The number of subject in the generated dataset.
Q	The number of categories in the multivariate count outcome.
S	The total number of multivariate count outcome per subject at each time point.
theta	The overdispersion parameter.
s.u	The variance of random effect to account for the correlation within time point.
n.cov	The number of covariates.
Des	Design matrix for fixed effects.
method	An argument of either DMM or UNBM

Value

A list of two elements where the first element is an N\times Q matrix of multivariate count outcome and the second element is N$\times$ n.cov categorical covariates.

Examples

See vignette

IvonneMartin/CombinedMultinomial documentation built on Dec. 17, 2021, 11:32 p.m.