autoregressiveParameter {BALD}R Documentation

A generic function to plot and/or return the posterior of the autoregressive parameter for models in BALD.

Description

A generic function to plot and/or return the posterior of the autoregressive parameter for models in BALD. See vignette('BALD').

Arguments

object

The object from which to plot and/or return the autoregressive parameter.

plotDensity

A logical value. If TRUE, the density is plotted. If plotTrace is also TRUE, then two plots are generated. If they are both FALSE, then only the statistics are returned.

plotTrace

A logical value. If TRUE, the trace is plotted. If plotDensity is also TRUE, then two plots are generated. If they are both FALSE, then only the statistics are returned.

Value

Mainly called for the side effect of plotting.

See Also

autoregressiveParameter("AnnualAggLossDevModelOutput") standardDeviationOfCalendarYearEffect calendarYearEffect calendarYearEffectErrors

Examples

rm(list=ls())
library(BALD)
data(CumulativeAutoBodilyInjuryTriangle)
CumulativeAutoBodilyInjuryTriangle <- as.matrix(CumulativeAutoBodilyInjuryTriangle)
sample.col <- (dim(CumulativeAutoBodilyInjuryTriangle)[2] - 6:0)
data(HPCE)
HPCE <- as.matrix(HPCE)[,1]
HPCE.rate <- HPCE[-1] / HPCE[-length(HPCE)] - 1
print(HPCE.rate[(-10):0 + length(HPCE.rate)])
HPCE.years <- as.integer(names(HPCE.rate))
max.exp.year <- max(as.integer(
dimnames(CumulativeAutoBodilyInjuryTriangle)[[1]]))
years.to.keep <- HPCE.years <=  max.exp.year + 3
HPCE.rate <- HPCE.rate[years.to.keep]
break.model.input.w.ar1 <- makeBreakAnnualInput(
cumulative.payments = CumulativeAutoBodilyInjuryTriangle,
stoch.inflation.weight = 1,
non.stoch.inflation.weight = 0,
stoch.inflation.rate = HPCE.rate,
first.year.in.new.regime = c(1986, 1987),
prior.for.first.year.in.new.regime=c(2,1),
exp.year.type = 'ay',
extra.dev.years = 5,
use.skew.t = TRUE,
bound.for.skewness.parameter=5,
use.ar1.in.calendar.year = TRUE)
## Not run: 
break.model.output.w.ar1 <- runLossDevModel(
break.model.input.w.ar1,
burnIn=30.0E+3,
sampleSize=30.0E+3,
thin=10)
calendarYearEffectAutoregressiveParameter(break.model.output.w.ar1)

## End(Not run)

[Package BALD version 1.0.0-3 Index]