estDLM: Calculates subgroup-specific lag effects for heterogeneous...

In dlmtree: Bayesian Treed Distributed Lag Models

Calculates subgroup-specific lag effects for heterogeneous models

Description

Method for calculating subgroup-specific lag effects for heterogeneous models: HDLM, HDLMM

Usage

estDLM(
  object,
  new.data,
  group.index,
  conf.level = 0.95,
  exposure = NULL,
  keep.mcmc = FALSE,
  mem.safe = FALSE,
  verbose = TRUE
)

Arguments

object	object of a model fit. Must be 'hdlm' or 'hdlmm'
new.data	data frame with new observations with the same number of modifiers
group.index	list of index (row numbers) for subgroup specification
conf.level	confidence level for credible interval of effects
exposure	exposure of interest for 'hdlmm' method
keep.mcmc	store mcmc in the output
mem.safe	boolean memory parameter for rule index
verbose	TRUE (default) or FALSE: print output

Details

estDLM

Value

A list with the following components:

conf.level	Specified confidence level
mod	a list of modifers with a vector of values from the model
n	Number of observation per specified subgroup
groupIndex	list of index (row numbers) for specified subgroup
dlmMean	distributed lag effects per subgroups
dlmCI	credible intervals for distributed lag effects per subgroups
dlmCum	cumulative effects per subgroups
dlFunction	type of DLM class
plotData	data frame built for easier visualization of distributed lag effects for each subgroup (facet)

dlmtree documentation built on June 8, 2025, 12:39 p.m.