create_APCsummary {APCtools}  R Documentation 
Create a summary table for multiple estimated GAM models
Description
Create a table to summarize the overall effect strengths of the age, period
and cohort effects for models fitted with gam
or
bam
. The output format can be adjusted by passing
arguments to kable
via the ...
argument.
Usage
create_APCsummary(model_list, dat, digits = 2, apc_range = NULL, ...)
Arguments
model_list 
A list of regression models estimated with

dat 
Dataset with columns 
digits 
Number of digits for numeric columns. Defaults to 2. 
apc_range 
Optional list with one or multiple elements with names

... 
Optional additional arguments passed to 
Details
If the model was estimated with a log or logit link, the function automatically performs an exponential transformation of the effect.
Value
Table created with kable
.
Author(s)
Alexander Bauer alexander.bauer@stat.unimuenchen.de
Examples
library(APCtools)
library(mgcv)
data(travel)
# create the summary table for one model
model_pure < gam(mainTrip_distance ~ te(age, period), data = travel)
create_APCsummary(model_pure, dat = travel)
# create the summary table for multiple models
model_cov < gam(mainTrip_distance ~ te(age, period) + s(household_income),
data = travel)
model_list < list("pure model" = model_pure,
"covariate model" = model_cov)
create_APCsummary(model_list, dat = travel)