conditional: Bias Conditional on Forecast

In jonasbhend/biascorrection: Bias Correct Ensemble Forecasts

Bias Conditional on Forecast

Description

Compute calibration for biases that are conditional on ensemble mean forecast

Usage

conditional(...)

conditionalRecal(...)

Arguments

...	arguments passed to linmod

See Also

linmod

Examples

## initialise forcast observation pairs
seasonal <- sin(seq(0,4,length=215))
signal <- outer(seasonal, rnorm(30), '+')
fcst <- array(rnorm(215*30*51), c(215, 30, 15)) + 
  2*c(signal)
obs <- array(rnorm(215*30, mean=2), c(215, 30)) +
  signal
fc.time <- outer(1:215, 1981:2010, function(x,y) as.Date(paste0(y, '-11-01')) - 1 + x)
fcst.debias <- biascorrection:::conditional(fcst[,1:20,], 
obs[,1:20], fcst.out=fcst, fc.time=fc.time[,1:20], fcout.time=fc.time, span=0.5)

jonasbhend/biascorrection documentation built on Nov. 11, 2023, 1:16 a.m.