All functions

Chemistry

A-level Chemistry Scores

GOFTest()

Goodness-of-Fit Tests for Quantile Regression Models

KhmaladzeFormat()

Khmaladze Test

Orthodont

Growth curve data on an orthdontic measurement

Qtools-package

Utilities for Quantilies

ao() invao() bc() invbc() mcjI() invmcjI() mcjII() invmcjII()

Transformations

cmidecdf() cmidecdf.fit()

Mid-distribution Functions

coef(<midrq>) coefficients(<midrq>)

Extract Coefficients

coef(<qrr>) coefficients(<qrr>)

Extract Coefficients

coef(<rq.counts>) coefficients(<rq.counts>)

Extract Coefficients

coef(<rqt>) coefficients(<rqt>)

Extract Coefficients

confint(<midquantile>)

Mid-distribution Functions

dqc() dqc.fit()

Directional Quantile Classification

dqcControl()

Control parameters for dqc estimation

esterase

Esterase Essay Data

fitted(<midrq>)

Extract Fitted Values from Mid-Quantile Transformation Models

fitted(<rq.counts>)

Extract Fitted Values from Quantile Regression Models for Counts

fitted(<rqt>)

Extract Fitted Values from Quantile Regression Transformation Models

labor

Labor Pain Data

maref()

Marginal Effects

mice.impute.rq() mice.impute.rrq()

QR-based Multiple Imputation

midq2q()

Recover Ordinary Conditional Quantiles from Conditional Mid-Quantiles

midecdf() midquantile()

Mid-distribution Functions

midrq() midrq.fit()

Mid-Quantile Regression for Discrete Responses

midrqControl()

Control parameters for midrq estimation

nlControl()

Control parameters for gradient search estimation

plot(<midq2q>)

Plot Quantile Functions

plot(<midecdf>) plot(<midquantile>)

Plot Mid-distribution Functions

plot(<qlss>)

Quantile-based Summary Statistics for Location, Scale and Shape

predict(<midrq>)

Predictions from Mid-Quantile Regression Models

predict(<qlss>)

Predictions from Conditional LSS Objects

predict(<qrr>)

Predictions from Quantile Ratio Regression Models

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(<cmidecdf>)

Print Mid-distribution Functions

print(<dqc>)

Print Directional Quantile Classification Objects

print(<midecdf>) print(<midquantile>)

Print Mid-distribution Functions

print(<midrq>) print(<summary.midrq>)

Print Mid-Quantile Models

print(<qlss>)

Print Quantile-based Summary Statistics for Location, Scale and Shape

print(<qrr>) print(<summary.qrr>)

Print Quantile Ratio Regression Models

print(<rq.counts>)

Print rq.counts

print(<rqt>) print(<summary.rqt>)

Print Transformation Models

print(<rrq>) print(<summary.rrq>)

Print Restricted Quantile Regression Models

qexact()

Exact Confidence Intervals for Quantiles

qlss()

Quantile-based Summary Statistics for Location, Scale and Shape

qrr()

Quantile Ratio Regression

residuals(<midrq>)

Residuals from a midrq Objects

residuals(<rq.counts>)

Residuals from an rq.counts Object

residuals(<rqt>)

Residuals from an rqt Objects

rq.counts()

Quantile Regression for Counts

rrq() rrq.fit() rrq.wfit()

Restricted Regression Quantiles

sparsity()

Sparsity Estimation

summary(<midrq>)

Summary for Mid-Quantile Regression Models

summary(<qrr>)

Summary for Quantile Ratio Regression Models

summary(<rqt>)

Summary for Quantile Regression Tranformation Models

summary(<rrq>)

Summary for Restricted Quantile Regression Models

tsrq() tsrq2() rcrq() nlrq1() nlrq2()

Quantile Regression Transformation Models

vcov(<midrq>)

Variance-Covariance Matrix for a Fitted Mid-Quantile Regression Model Object

vcov(<qrr>)

Variance-Covariance Matrix for a Fitted Quantile Ratio Regression Model Object