cdfquantreg: Quantile Regression for Random Variables on the Unit Interval

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Employs a two-parameter family of distributions for modelling random variables on the (0, 1) interval by applying the cumulative distribution function (cdf) of one parent distribution to the quantile function of another.

Author
Yiyun Shou [aut, cre], Michael Smithson [aut]
Date of publication
2016-11-22 09:07:02
Maintainer
Yiyun Shou <yiyun.shou@anu.edu.au>
License
GPL-3
Version
1.1.0

View on CRAN

Man pages

anova.cdfqr
Model comparison test for fitted cdfqr models
AnxStrData
Stress-Anxiety data
bugsLikelihood
Likelihood Functions for Generating OpenBUGS Model File
bugsModel
Generating OpenBUGS Model File
cdfqr.control
Control Optimization Parameters for CDF-Quantile Probability...
cdfqrFamily
Overview of the family of distributions
cdfquantreg
CDF-Quantile Probability Distributions
cdfquantreg-package
Quantile Regression for Random Variables on the Unit Interval
dq
The Famility of Distributions
influence.cdfqr
Influence Diagnosis For Fitted Cdfqr Object
IPCC
IPCC data-set
JurorData
Juror data
plot.cdfqr
Plot Fitted Values/Residuals of A Cdfqr Object or...
predict.cdfqr
Methods for Cdfqr Objects
qrBoot
Bootstrapping for cdf quantile regression
qrBugs
Running cdf quantile regression in OpenBUGS
qrGrad
Give the Gradient Function for CDF-Quantile Distribution...
qrLogLik
Log Likelihood for Fitting Cdfquantile Distributions
qrLogLikFun
Function to Give the Log Likelihood Function
qrPwlm
Probability Weighted L-moment Skewness and Kurtosis
qrStart
Starting Value Genertion for CDF quantile Regressions
residuals.cdfqr
Register method for cdfqr object functions
scaleTR
Transform Values into (0, 1) Interval
summary.cdfqr
S3 Methods for getting output from fitted cdfqr Objects.

Files in this package

cdfquantreg
cdfquantreg/inst
cdfquantreg/inst/doc
cdfquantreg/inst/doc/CDFQuantregIntroduction.Rmd
cdfquantreg/inst/doc/IPCCExample.Rmd
cdfquantreg/inst/doc/IPCCExample.R
cdfquantreg/inst/doc/CDFQuantregIntroduction.html
cdfquantreg/inst/doc/Smithson_Verkuilen2006Example.Rmd
cdfquantreg/inst/doc/Smithson_Verkuilen2006Example.html
cdfquantreg/inst/doc/IPCCExample.html
cdfquantreg/inst/doc/Smithson_Verkuilen2006Example.R
cdfquantreg/NAMESPACE
cdfquantreg/NEWS
cdfquantreg/data
cdfquantreg/data/cdfqrExampleData.rda
cdfquantreg/R
cdfquantreg/R/qrLogLikFun.R
cdfquantreg/R/cdfquantreg.R
cdfquantreg/R/qrBoot.R
cdfquantreg/R/qrFamily.R
cdfquantreg/R/qrControl.R
cdfquantreg/R/qrLRT.R
cdfquantreg/R/bugsLikelihood.R
cdfquantreg/R/qrInfluence.R
cdfquantreg/R/qrMethod.R
cdfquantreg/R/bugsModel.R
cdfquantreg/R/data.R
cdfquantreg/R/qrPdf.R
cdfquantreg/R/qrGrad.R
cdfquantreg/R/qrBugs.R
cdfquantreg/R/qrFitted.R
cdfquantreg/R/qrTransform.R
cdfquantreg/R/qrqq.R
cdfquantreg/R/qrPwlm.R
cdfquantreg/R/qrLogLik.R
cdfquantreg/R/qrResiduals.R
cdfquantreg/R/qrPlot.R
cdfquantreg/R/qrCdf.R
cdfquantreg/R/qrStart.R
cdfquantreg/vignettes
cdfquantreg/vignettes/CDFQuantregIntroduction.Rmd
cdfquantreg/vignettes/IPCCExample.Rmd
cdfquantreg/vignettes/cdfqrExampleData.rda
cdfquantreg/vignettes/Smithson_Verkuilen2006Example.Rmd
cdfquantreg/MD5
cdfquantreg/build
cdfquantreg/build/vignette.rds
cdfquantreg/DESCRIPTION
cdfquantreg/man
cdfquantreg/man/qrBugs.Rd
cdfquantreg/man/cdfquantreg.Rd
cdfquantreg/man/cdfqr.control.Rd
cdfquantreg/man/influence.cdfqr.Rd
cdfquantreg/man/residuals.cdfqr.Rd
cdfquantreg/man/qrGrad.Rd
cdfquantreg/man/cdfquantreg-package.Rd
cdfquantreg/man/anova.cdfqr.Rd
cdfquantreg/man/bugsLikelihood.Rd
cdfquantreg/man/qrLogLikFun.Rd
cdfquantreg/man/summary.cdfqr.Rd
cdfquantreg/man/qrLogLik.Rd
cdfquantreg/man/qrStart.Rd
cdfquantreg/man/bugsModel.Rd
cdfquantreg/man/JurorData.Rd
cdfquantreg/man/scaleTR.Rd
cdfquantreg/man/cdfqrFamily.Rd
cdfquantreg/man/predict.cdfqr.Rd
cdfquantreg/man/dq.Rd
cdfquantreg/man/qrPwlm.Rd
cdfquantreg/man/qrBoot.Rd
cdfquantreg/man/AnxStrData.Rd
cdfquantreg/man/plot.cdfqr.Rd
cdfquantreg/man/IPCC.Rd