rrr.sim3: Simulation model 3

In rrpack: Reduced-Rank Regression

Simulation model 3

Description

Generate data from a mixed-response reduced-rank regression model

Usage

rrr.sim3(
  n = 100,
  p = 30,
  q.mix = c(5, 20, 5),
  nrank = 2,
  intercept = rep(0.5, 30),
  mis.prop = 0.2
)

Arguments

n	sample size
p	number of predictors
q.mix	numbers of Gaussian, Bernolli and Poisson responses
nrank	model rank
intercept	a vector of intercept
mis.prop	missing proportion

Value

similated model and data

References

Chen, K., Luo, C., and Liang, J. (2017) Leveraging mixed and incomplete outcomes through a mixed-response reduced-rank regression. Technical report.

rrpack documentation built on June 16, 2022, 9:05 a.m.