simulate.senlm: Simulate data from senlm model fit

In PRIMER-e/senlm: Species environment non-linear modelling

Simulate data from senlm model fit

Description

Simulate from senlm model fit, nsim times, using x values in newdata, or actual x values.

Usage

## S3 method for class 'senlm'
simulate(object, nsim = 1, seed = NULL, newdata = NULL, ...)

Arguments

object	Model fit.
nsim	Number of simulations to perform. Default value of one.
seed	Random number seed.
newdata	x values to predict y values from. Optional, data values used by default.
...	additional optional arguments.

Value

Data frame of predicted y values.

Examples

## Not run: 

## Simulate data
model <- set_models(mean_fun="gaussian", err_dist="zip")
fit <- senlm(model=model, data=haul, xvar="depth", yvar="Sebastolobus.altivelis")
simulate(fit)

## Simulate two data sets with x=400,600,and 800
simulate(fit, nsim=2, newdata=c(400,600,800))

## End(Not run)

PRIMER-e/senlm documentation built on Nov. 20, 2022, 2:38 a.m.