RAnEnExtra::verifyBias calculates bias.
verifyBias(anen.ver, obs.ver, boot = F, R = 1000, na.rm = T, parallel = F)
anen.ver | A 4-dimensional array. This array is usually created from the |
---|---|
obs.ver | A 3-dimensional array. The dimensions should be |
boot | Whether to use bootstrap. |
R | The number of bootstrap replicates. Used by the function |
na.rm | Whether to remove NA values. |
parallel | Whether to turn on parallel processing. |
RMSE ^ 2 = CRMSE ^ 2 + Bias ^ 2
To set the number of cores to use when parallel is used,
options(mc.cores = 8)
.
Bootstrap confidence interval is defaulted to 0.95.
To change this, use options(RAnEnExtra_boot_conf = 0.9)
.