Qtools: Utilities for Quantiles

This is a collection of functions for unconditional and conditional quantiles. These include methods for transformation-based quantile regression, quantile-based measures of location, scale and shape, methods for quantiles of discrete variables, quantile-based multiple imputation, and restricted quantile regression.

Author
Marco Geraci
Date of publication
2016-05-26 17:46:23
Maintainer
Marco Geraci <geraci@mailbox.sc.edu>
License
GPL (>= 2)
Version
1.1

View on CRAN

Man pages

ao
Transformations
Chemistry
A-level Chemistry Scores
coef.rq.bin
Extract Coefficients
coef.rq.counts
Extract Coefficients
coef.rqt
Extract Coefficients
confint.midquantile
Mid-distribution Functions
esterase
Esterase Essay Data
fitted.rq.bin
Extract Fitted Values from Binary Quantile Regression Models
fitted.rq.counts
Extract Fitted Values from Quantile Regression Models for...
fitted.rqt
Extract Fitted Values from Quantile Regression Transformation...
GOFTest
Goodness-of-Fit Tests for Quantile Regression Models
KhmaladzeFormat
Khmaladze Test
labor
Labor Pain Data
maref.rqt
Marginal Effects
mice.impute.rq
QR-based Multiple Imputation
midquantile
Mid-distribution Functions
Orthodont
Growth curve data on an orthdontic measurement
plot.midquantile
Plot Mid-distribution Functions
plot.qlss
Quantile-based Summary Statistics for Location, Scale and...
predict.qlss
Predictions from Conditional LSS Objects
predict.rq.bin
Predictions from rq.bin Objects
predict.rq.counts
Predictions from rq.counts Objects
predict.rqt
Predictions from Quantile Regression Transformation Models
predict.rrq
Predictions from Restricted Quantile Regression Models
print.GOFTest
Print Goodness-of-Fit Test for Quantile Regression Models
print.midquantile
Print Mid-distribution Functions
print.qlss
Print Quantile-based Summary Statistics for Location, Scale...
print.rq.bin
Print Binary Quantile Regression Models
print.rq.counts
Print rq.counts
print.rqt
Print Transformation Models
print.rrq
Print Restricted Quantile Regression Models
qlss
Quantile-based Summary Statistics for Location, Scale and...
Qtools-internal
Internal Qtools objects
Qtools-package
Utilities for Quantilies
residuals.rq.counts
Residuals from an rq.counts Object
residuals.rqt
Residuals from an rqt Objects
rq.bin
Binary Quantile Regression
rqbinControl
Control parameters for rqbin estimation
rq.counts
Quantile Regression for Counts
rrq
Restricted Regression Quantiles
sparsity.rqt
Sparsity Estimation
summary.rqt
Summary for Quantile Regression Tranformation Models
summary.rrq
Summary for Restricted Quantile Regression Models
tsrq
Quantile Regression Transformation Models

Files in this package

Qtools
Qtools/COPYING
Qtools/inst
Qtools/inst/doc
Qtools/inst/doc/Qtools.pdf
Qtools/inst/doc/Qtools.pdf.asis
Qtools/src
Qtools/src/simann.f
Qtools/NAMESPACE
Qtools/NEWS
Qtools/data
Qtools/data/Orthodont.rda
Qtools/data/esterase.rda
Qtools/data/Chemistry.rda
Qtools/data/labor.rda
Qtools/R
Qtools/R/Qtools.R
Qtools/vignettes
Qtools/vignettes/Qtools.pdf.asis
Qtools/MD5
Qtools/build
Qtools/build/vignette.rds
Qtools/DESCRIPTION
Qtools/man
Qtools/man/KhmaladzeFormat.Rd
Qtools/man/GOFTest.Rd
Qtools/man/fitted.rqt.Rd
Qtools/man/tsrq.Rd
Qtools/man/fitted.rq.counts.Rd
Qtools/man/coef.rqt.Rd
Qtools/man/predict.rqt.Rd
Qtools/man/print.rrq.Rd
Qtools/man/print.qlss.Rd
Qtools/man/confint.midquantile.Rd
Qtools/man/ao.Rd
Qtools/man/coef.rq.bin.Rd
Qtools/man/print.midquantile.Rd
Qtools/man/summary.rrq.Rd
Qtools/man/predict.rq.counts.Rd
Qtools/man/Qtools-internal.Rd
Qtools/man/predict.rq.bin.Rd
Qtools/man/Qtools-package.Rd
Qtools/man/Chemistry.Rd
Qtools/man/print.rqt.Rd
Qtools/man/predict.rrq.Rd
Qtools/man/sparsity.rqt.Rd
Qtools/man/esterase.Rd
Qtools/man/residuals.rqt.Rd
Qtools/man/plot.qlss.Rd
Qtools/man/maref.rqt.Rd
Qtools/man/plot.midquantile.Rd
Qtools/man/summary.rqt.Rd
Qtools/man/fitted.rq.bin.Rd
Qtools/man/rq.bin.Rd
Qtools/man/qlss.Rd
Qtools/man/residuals.rq.counts.Rd
Qtools/man/print.GOFTest.Rd
Qtools/man/print.rq.bin.Rd
Qtools/man/mice.impute.rq.Rd
Qtools/man/rrq.Rd
Qtools/man/rq.counts.Rd
Qtools/man/print.rq.counts.Rd
Qtools/man/predict.qlss.Rd
Qtools/man/coef.rq.counts.Rd
Qtools/man/midquantile.Rd
Qtools/man/rqbinControl.Rd
Qtools/man/Orthodont.Rd
Qtools/man/labor.Rd