glmm_est: NULL model estimation for GMMAT and RGMMAT

In ZWang-Lab/RVMMAT: Retrospective Varying Coefficient Mixed Model Association Test

NULL model estimation for GMMAT and RGMMAT

Description

This function estimate the parameters and residuals for the NULL generalized linear mixed effect model

Usage

glmm_est(
  y.long,
  time,
  y.cov,
  phe.model = phe.model,
  maxiter = 50,
  tol = 10^(-6)
)

Arguments

y.long	Long-formatted phenotype vector
time	Time covarites matched with phenotype vector
y.cov	Covariate matrix denoting the covariate variables measured at each time
phe.model	String, the phenotype model, two optional values: 'logistic', 'Gaussian'
maxiter	Numeric, the maximum count for the iterative estimation in when using mixture correlation structure
tol	Numeric, tolerance for the iterative estimation in when using mixture correlation structure

Value

This function returns a list object with model parameters and residuals of the NULL generalized linear mixed effect model

ZWang-Lab/RVMMAT documentation built on Sept. 27, 2024, 5:19 p.m.