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quantreg (version 4.76)
Quantile Regression
Description
Quantile regression and related methods.
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Install
install.packages('quantreg')
Monthly Downloads
389,344
Version
4.76
License
file LICENSE
Maintainer
Roger Koenker
Last Published
December 2nd, 2011
Functions in quantreg (4.76)
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nlrq
Function to compute nonlinear quantile regression estimates
residuals.nlrq
Return residuals of an nlrq object
FAQ
FAQ and ChangeLog of a package
anova.rq
Anova function for quantile regression fits
plot.rqs
Visualizing sequences of quantile regressions
rq.fit.br
Quantile Regression Fitting by Exterior Point Methods
rq.fit.sfn
Sparse Regression Quantile Fitting
boot.crq
Bootstrapping Censored Quantile Regression
qss
Additive Nonparametric Terms for rqss Fitting
rearrange
Rearrangement
rqss
Additive Quantile Regression Smoothing
rq.fit.fnb
Quantile Regression Fitting via Interior Point Methods
ranks
Quantile Regression Ranks
rq.fit.fnc
Quantile Regression Fitting via Interior Point Methods
table.rq
Table of Quantile Regression Results
dynrq
Dynamic Linear Quantile Regression
plot.rqss
Plot Method for rqss Objects
lprq
locally polynomial quantile regression
rq.fit.scad
SCADPenalized Quantile Regression
barro
Barro Data
latex
Make a latex version of an R object
plot.summary.rqs
Visualizing sequences of quantile regression summaries
engel
Engel Data
Peirce
C.S. Peirce's Auditory Response Data
print.rq
Print an rq object
crq
Functions to fit censored quantile regression models
rq
Quantile Regression
summary.rqss
Summary of rqss fit
rqs.fit
Function to fit multiple response quantile regression models
rq.process.object
Linear Quantile Regression Process Object
dither
Function to randomly perturb a vector
predict.rqss
Predict from fitted nonparametric quantile regression smoothing spline models
bandwidth.rq
bandwidth selection for rq functions
rqProcess
Compute Standardized Quantile Regression Process
rq.fit.pfn
Preprocessing Algorithm for Quantile Regression
CobarOre
Cobar Ore data
rq.wfit
Function to choose method for Weighted Quantile Regression
Bosco
Boscovich Data
predict.rq
Quantile Regression Prediction
summary.rq
Summary methods for Quantile Regression
summary.crq
Summary methods for Censored Quantile Regression
critval
Hotelling Critical Values
kuantile
Quicker Sample Quantiles
latex.summary.rqs
Make a latex table from a table of rq results
rqss.object
RQSS Objects and Summarization Thereof
uis
UIS Drug Treatment study data
akj
Density Estimation using Adaptive Kernel method
rq.fit.lasso
Lasso Penalized Quantile Regression
combos
Ordered Combinations
sfn.control
Set Control Parameters for Sparse Fitting
rq.object
Linear Quantile Regression Object
lm.fit.recursive
Recursive Least Squares
plot.rq
plot the coordinates of the quantile regression process
print.summary.rq
Print Quantile Regression Summary Object
nlrq.control
Set control parameters for nlrq
Mammals
Garland(1983) Data on Running Speed of Mammals
KhmaladzeTest
Tests of Location and Location Scale Shift Hypotheses for Linear Models
boot.rq
Bootstrapping Quantile Regression
latex.table
Writes a latex formatted table to a file
rq.fit.sfnc
Sparse Constrained Regression Quantile Fitting
QTECox
Function to obtain QTE from a Cox model
rq.fit
Function to choose method for Quantile Regression