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quantreg (version 4.98)
Quantile Regression
Description
Quantile regression and related methods.
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Install
install.packages('quantreg')
Monthly Downloads
270,382
Version
4.98
License
GPL (>= 2)
Maintainer
Roger Koenker
Last Published
April 24th, 2013
Functions in quantreg (4.98)
Search functions
rq.fit.sfn
Sparse Regression Quantile Fitting
table.rq
Table of Quantile Regression Results
sfn.control
Set Control Parameters for Sparse Fitting
predict.rqss
Predict from fitted nonparametric quantile regression smoothing spline models
CobarOre
Cobar Ore data
Bosco
Boscovich Data
dither
Function to randomly perturb a vector
rq.fit.fnc
Quantile Regression Fitting via Interior Point Methods
rq
Quantile Regression
boot.crq
Bootstrapping Censored Quantile Regression
rq.fit.pfn
Preprocessing Algorithm for Quantile Regression
combos
Ordered Combinations
ranks
Quantile Regression Ranks
summary.crq
Summary methods for Censored Quantile Regression
FAQ
FAQ and ChangeLog of a package
latex.summary.rqs
Make a latex table from a table of rq results
qss
Additive Nonparametric Terms for rqss Fitting
summary.rq
Summary methods for Quantile Regression
kuantile
Quicker Sample Quantiles
rq.fit
Function to choose method for Quantile Regression
rqss.object
RQSS Objects and Summarization Thereof
KhmaladzeTest
Tests of Location and Location Scale Shift Hypotheses for Linear Models
barro
Barro Data
akj
Density Estimation using Adaptive Kernel method
rearrange
Rearrangement
latex
Make a latex version of an R object
bandwidth.rq
bandwidth selection for rq functions
boot.rq
Bootstrapping Quantile Regression
lprq
locally polynomial quantile regression
latex.table
Writes a latex formatted table to a file
QTECox
Function to obtain QTE from a Cox model
plot.rq
plot the coordinates of the quantile regression process
rq.fit.fnb
Quantile Regression Fitting via Interior Point Methods
nlrq.control
Set control parameters for nlrq
print.rq
Print an rq object
rq.process.object
Linear Quantile Regression Process Object
rqs.fit
Function to fit multiple response quantile regression models
predict.rq
Quantile Regression Prediction
Peirce
C.S. Peirce's Auditory Response Data
crq
Functions to fit censored quantile regression models
print.summary.rq
Print Quantile Regression Summary Object
summary.rqss
Summary of rqss fit
anova.rq
Anova function for quantile regression fits
dynrq
Dynamic Linear Quantile Regression
plot.summary.rqs
Visualizing sequences of quantile regression summaries
plot.rqs
Visualizing sequences of quantile regressions
residuals.nlrq
Return residuals of an nlrq object
engel
Engel Data
rq.fit.lasso
Lasso Penalized Quantile Regression
plot.rqss
Plot Method for rqss Objects
rqProcess
Compute Standardized Quantile Regression Process
rq.fit.scad
SCADPenalized Quantile Regression
rq.fit.br
Quantile Regression Fitting by Exterior Point Methods
Mammals
Garland(1983) Data on Running Speed of Mammals
critval
Hotelling Critical Values
rq.fit.sfnc
Sparse Constrained Regression Quantile Fitting
rq.object
Linear Quantile Regression Object
rq.wfit
Function to choose method for Weighted Quantile Regression
lm.fit.recursive
Recursive Least Squares
uis
UIS Drug Treatment study data
nlrq
Function to compute nonlinear quantile regression estimates
rqss
Additive Quantile Regression Smoothing