FcnsByCatPredInts: EnvStats Functions for Prediction Intervals

In EnvStats: Package for Environmental Statistics, Including US EPA Guidance

EnvStats Functions for Prediction Intervals

Description

The EnvStats functions listed below are useful for computing prediction intervals and simultaneous prediction intervals. See Power and Sample Size for a list of functions useful for computing power and sample size for a design based on a prediction interval width, or a design based on a hypothesis test for future observations falling outside of a prediciton interval.

Details

Function Name	Description
predIntGamma,	Prediction interval for the next k
predIntGammaAlt	observations or next set of k means for a
	Gamma distribution.
predIntGammaSimultaneous,	Construct a simultaneous prediction interval for the
predIntGammaAltSimultaneous	next r sampling occasions based on a
	Gamma distribution.
predIntLnorm,	Prediction interval for the next k
predIntLnormAlt	observations or geometric means from a
	Lognormal distribution.
predIntLnormSimultaneous,	Construct a simultaneous prediction interval for the
predIntLnormAltSimultaneous	next r sampling occasions based on a
	Lognormal distribution.
predIntNorm	Prediction interval for the next k observations
	or means from a Normal (Gaussian) distribution.
predIntNormK	Compute the value of K for a prediction interval
	for a Normal distribution.
predIntNormSimultaneous	Construct a simultaneous prediction interval for the
	next r sampling occasions based on a
	Normal distribution.
predIntNormSimultaneousK	Compute the value of K for a simultaneous
	prediction interval for the next r sampling
	occasions based on a Normal distribution.
predIntNpar	Nonparametric prediction interval for the next k
	of K observations.
predIntNparSimultaneous	Construct a nonparametric simultaneous prediction
	interval for the next r sampling occasions.
predIntPois	Prediction interval for the next k observations
	or sums from a Poisson distribution.

EnvStats documentation built on Sept. 11, 2024, 6:03 p.m.