funGP: Function comparison using Gaussian Process and Hypothesis...

In nitesh-1507/DSWE: Data Science for wind energy

Description

Function comparison using Gaussian Process and Hypothesis testing

Usage

funGP(datalist, xCol, yCol, confLevel = 0.95, testset)

Arguments

datalist	a list of data sets to compute a function for each of them
xCol	a numeric or vector stating the column number of covariates
yCol	A numeric value stating the column number of target
confLevel	a single value representing the statistical significance level for constructing the band
testset	Test points at which the functions will be compared

Value

a list containing :

• muDiff - The testset prediction for each of the data set

• mu1 - The test prediction for first data set

• mu2 - The test prediction for second data set

• band - The allowed statistical difference between functions

• confLevel - a single value representing the statistical significance level for constructing the band

• testset - The test prediction for first data set

• estimatedParams - The function parameter values

nitesh-1507/DSWE documentation built on April 16, 2020, 5:28 p.m.