dlmtree (version 1.1.1)

estDLM: 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
)

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)

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