FcnsByCatPredInts: EnvStats Functions for Prediction Intervals

FcnsByCatPredIntsR Documentation

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 Aug. 22, 2023, 5:09 p.m.