get_weighted_probability: Get z=weighted probability for single instance Returns NA for...

In kdayday/forecasting: Probabilistic Solar Forecsting

Description

Get z=weighted probability for single instance Returns NA for missing values and observations exactly at 0 Defines clipping with a percentage threshold, lambda density is (PoC/(1-lambda))*1[obs>=lambda] + ((1-PoC)/CDF(lambda))*Beta(obs,a,b)*1[obs < lambda]

Usage

get_weighted_probability(OBS, PoC, param1, param2, w,
  percent_clipping_threshold, bma_distribution, max_power)

Arguments

OBS	A single observation
PoC	Probability of clipping
param1	Distribution parameter 1: mean for both beta and truncnorm distributions
param2	Distribution parameter 2: gamma for a beta; sd for a truncnorm distribution
w	this member's weight
percent_clipping_threshold	[0,..1]
bma_distribution	"beta" or "truncnorm"

kdayday/forecasting documentation built on Oct. 7, 2020, 7:16 p.m.