generate_p_dimensional_cont_count_bin_covariates: Generate p covariate, one continuous, one count, and binary

In kaz-yos/empeq3: Conduct three-group empirical equipoise study

Description

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Usage

generate_p_dimensional_cont_count_bin_covariates(n, p, rho, lambda, prev)

Arguments

n	Sample size
p	Dimension
rho	Correlation coefficient. corr(Xi, Xj) = rho^abs(i - j) for the latent p-variate normal distribution.
lambda	mean parameter for Poisson X2 variable
prev	prevalence parameter vector for remaining binary variables. This must be p - 2.

Value

data_frame containing p covariates X1 through Xp. Each one is marginally N(0,1). Their correlation structure is compound symmetry.

kaz-yos/empeq3 documentation built on May 8, 2019, 7:29 a.m.