sr: Random Effects P-Spline

In bamlss: Bayesian Additive Models for Location, Scale, and Shape (and Beyond)

Random Effects P-Spline

Description

This smooth constructor implements the random effects representation of a P-spline.

Usage

## S3 method for class 'sr.smooth.spec'
smooth.construct(object, data, knots, ...)

Arguments

object, data, knots	See smooth.construct.
...	Currently not used.

Value

See smooth.construct

See Also

bamlss, predict.bamlss, opt_bfit, opt_boost

Examples

## Not run: ## Simulate data.
set.seed(123)
d <- GAMart()

## Estimate model.
f <- num ~ x1 + x2 + x3 + s2(x1,bs="sr") + s2(x2,bs="sr") + s2(x3,bs="sr")

b <- bamlss(f, data = d, optimizer = boost, sampler = FALSE)

plot(b)

## End(Not run)

bamlss documentation built on March 19, 2024, 3:08 a.m.