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.

AuthorMarco Geraci
Date of publication2016-05-26 17:46:23
MaintainerMarco Geraci <geraci@mailbox.sc.edu>
LicenseGPL (>= 2)
Version1.1

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

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