Variational Bayes for logistic mixed model.
Usage
vb_glmm(
X,
Z,
y,
mu_beta,
sigma_beta,
mu,
sigma,
Au = 1,
Bu = 1,
Bqu = 1,
tol = 1e-08,
maxiter = 100L,
verbose = FALSE
)Arguments
- X
The design matrix
- Z
Group design matrix
- y
The response vector
- mu_beta
The prior mean for beta
- sigma_beta
The prior covariance for beta
- mu
Initial value for mu
- sigma
Initial value for sigma
- Au
The prior shape for u
- Bu
The prior scale for u
- Bqu
The initial value for Bqu
- tol
Tolerance level
- maxiter
Maximum iterations
- verbose
Print trace of the lower bound to console. Default is
FALSE.