estDLM | R Documentation |
Method for calculating subgroup-specific lag effects for heterogeneous models: HDLM, HDLMM
estDLM(
object,
new.data,
group.index,
conf.level = 0.95,
exposure = NULL,
keep.mcmc = FALSE,
mem.safe = FALSE,
verbose = TRUE
)
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 |
estDLM
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) |
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