coef0: Extract Model Coefficients

In bozenne/lava.penalty: Penalized Latent Variable Models

Description

Extract the 0 or non 0 coefficients

Usage

coef0(x, ...)

## S3 method for class 'plvmfit'
coef0(x, tol = 0, operator = "<=", penalized = FALSE,
  value = TRUE, ...)

Arguments

x	a penalized lvm model
...	not used
tol	the threshold below which a coefficient is considered to be null
operator	the operator used to extract the coefficients
penalized	should only the penalized coefficient be returned
value	should the value of the coefficients be returned? Otherwise their position.

Examples

set.seed(10)
n <- 300
formula.lvm <- as.formula(paste0("Y~",paste(paste0("X",1:12), collapse = "+")))
mSim <- lvm(formula.lvm)
df.data <- sim(mSim,n)

pm <- penalize(mSim, c("Y~X1","Y~X4", "Y~X10"))
pm.fit <- estimate(pm, lambda1 = 1e5, data = df.data, control = list(constrain = TRUE))
coef0(pm.fit)
coef0(pm.fit, operator = ">")
coef0(pm.fit, operator = ">", penalized = TRUE)

bozenne/lava.penalty documentation built on May 13, 2019, 1:41 a.m.