Package: cdfquantreg 1.3.1-2

Yiyun Shou

cdfquantreg: Quantile Regression for Random Variables on the Unit Interval

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.

Authors:Yiyun Shou [aut, cre], Michael Smithson [aut]

cdfquantreg_1.3.1-2.tar.gz
cdfquantreg_1.3.1-2.tar.gz(r-4.7-any)cdfquantreg_1.3.1-2.tar.gz(r-4.6-any)
cdfquantreg_1.3.1-2.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
cdfquantreg/json (API)

# Install 'cdfquantreg' in R:
install.packages('cdfquantreg', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org'))
Datasets:

On CRAN:

Conda:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

3.47 score 2 stars 37 scripts 356 downloads 22 exports 3 dependencies

Last updated from:97b03ebce7. Checks:4 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64OK126
source / vignettesOK163
linux-release-x86_64OK138
wasm-releaseOK100

Exports:bugsLikelihoodbugsModelcdfftcdfqr.controlcdfqrFamilycdfquantregcdfquantregCcdfquantregFTcdfquantregHdqpdfftpqqqqqftqrBootqrGradqrLogLikqrPwlmqrStartrqrqftscaleTR

Dependencies:FormulaMASSpracma

cdfquantreg: An Introduction
The Distribution Family | Useful Properties | Example | References
Rendered fromCDFQuantregIntroduction.Rmdusingknitr::rmarkdown

Last update: 2022-03-13
Started: 2015-12-27

cdfquantreg: IPCC data example
IPCC Study | About the data | Model fit | Model diagosis | References
Rendered fromIPCCExample.Rmdusingknitr::rmarkdown

Last update: 2022-03-13
Started: 2015-12-27

cdfquantreg: Juror & Stree data example
Example 1: Juror Judgment Study | About the data | Model fit example | Model diagnosis | Example 2: Stress-Anxiety data introduction | Model fit
Rendered fromSmithson_Verkuilen2006Example.Rmdusingknitr::rmarkdown

Last update: 2022-03-13
Started: 2015-12-27

Censored and Hurdle Model Vignettes
Censored CDF-Quantile Model: Probability of Human Extinction Study | About the Data | Model Fitting | Model Evaluation and Diagnosis | Hurdle CDF-Quantile Model: American Attitudes Toward Gun Ownership
Rendered fromHurdleModelVignetteDraft.Rmdusingknitr::rmarkdown

Last update: 2022-03-13
Started: 2018-03-05

Readme and manuals

Help Manual

Help pageTopics
Quantile Regression for Random Variables on the Unit Intervalcdfquantreg-package
Ambiguity-Conflict dataAmbdata
Model comparison test for fitted cdfqr modelsanova.cdfqr
Stress-Anxiety dataAnxStrData
Likelihood Functions for Generating OpenBUGS Model FilebugsLikelihood
Generating OpenBUGS Model FilebugsModel
The Family of Finite-Tailed Distributionscdfft pdfft qqft rqft
Control Optimization Parameters for CDF-Quantile Probability Distributionscdfqr.control
Overview of the family of distributionscdfqrFamily
CDF-Quantile Probability Distributionscdfquantreg
Censored CDF-Quantile Probability DistributionscdfquantregC
CDF-Quantile Finite Tailed Probability DistributionscdfquantregFT
Zero/One inflated CDF-Quantile Probability DistributionscdfquantregH
The Family of Distributionsdq pq qq rq
Extinction Study data-setExtEvent
Influence Diagnosis For Fitted Cdfqr Objectdfbeta.cdfqr dfbetas.cdfqr influence.cdfqr
IPCC data-setIPCC
IPCC data-set - Wide formatIPCC_Wide
IPCC data-set - Australian dataIPCCAUS
Juror dataJurorData
Plot Fitted Values/Residuals of A Cdfqr Object or Distributionplot.cdfqr
Methods for Cdfqr Objectsfitted.cdfqr predict.cdfqr
Bootstrapping for cdf quantile regressionqrBoot
Give the Gradient Function for CDF-Quantile Distribution ModelsqrGrad
Log Likelihood for Fitting Cdfquantile DistributionsqrLogLik
Probability Weighted L-moment Skewness and KurtosisqrPwlm
Starting Value Generation for CDF quantile RegressionsqrStart
Register method for cdfqr object functionsresiduals.cdfqr
Transform Values into (0, 1) IntervalscaleTR
S3 Methods for getting output from fitted cdfqr Objects.coef.cdfqr confint.cdfqr confint.cdfqrFT confint.cdfqrH deviance.cdfqr formula.cdfqr logLik.cdfqrH nobs.cdfqr print.cdfqr summary.cdfqr update.cdfqr vcov.cdfqr
Patient Time Datayoon