pspline.sample.timeseries: Runs simulations on an outbreak GAM/GAMM for the purpose of...

In pspline.inference: Estimation of Characteristics of Seasonal and Sporadic Infectious Disease Outbreaks Using Generalized Additive Modeling with Penalized Basis Splines

Description

This is mainly used internally by pspline.estimate.timeseries, but it's useful if you want to calculate summary statistics of simulation results other than the ones returned by pspline.estimate.timeseries.

Usage

pspline.sample.timeseries(model, predictors, outcome, samples = 100)

Arguments

model	model returned by gam or gamm
outcome	time series outcome generator function; see pspline.estimate.timeseries for more info
samples	number of simulations to run
time	time values at which the model will be evaluated during simulation

Value

matrix with one row for each simulation; each row contains the time series calculated by outcome for the corresponding simulation run

pspline.inference documentation built on Jan. 19, 2021, 5:07 p.m.