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quantreg (version 4.81)
Quantile Regression
Description
Quantile regression and related methods.
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Install
install.packages('quantreg')
Monthly Downloads
304,799
Version
4.81
License
GPL (>= 2)
Maintainer
Roger Koenker
Last Published
June 25th, 2012
Functions in quantreg (4.81)
Search functions
plot.summary.rqs
Visualizing sequences of quantile regression summaries
summary.crq
Summary methods for Censored Quantile Regression
predict.rq
Quantile Regression Prediction
print.rq
Print an rq object
latex.summary.rqs
Make a latex table from a table of rq results
summary.rq
Summary methods for Quantile Regression
rqs.fit
Function to fit multiple response quantile regression models
rq.fit.sfnc
Sparse Constrained Regression Quantile Fitting
plot.rqs
Visualizing sequences of quantile regressions
qss
Additive Nonparametric Terms for rqss Fitting
anova.rq
Anova function for quantile regression fits
barro
Barro Data
nlrq.control
Set control parameters for nlrq
ranks
Quantile Regression Ranks
boot.crq
Bootstrapping Censored Quantile Regression
rq.fit
Function to choose method for Quantile Regression
rq.wfit
Function to choose method for Weighted Quantile Regression
print.summary.rq
Print Quantile Regression Summary Object
rq.process.object
Linear Quantile Regression Process Object
rqss.object
RQSS Objects and Summarization Thereof
KhmaladzeTest
Tests of Location and Location Scale Shift Hypotheses for Linear Models
CobarOre
Cobar Ore data
bandwidth.rq
bandwidth selection for rq functions
nlrq
Function to compute nonlinear quantile regression estimates
rqProcess
Compute Standardized Quantile Regression Process
plot.rq
plot the coordinates of the quantile regression process
latex.table
Writes a latex formatted table to a file
Mammals
Garland(1983) Data on Running Speed of Mammals
sfn.control
Set Control Parameters for Sparse Fitting
FAQ
FAQ and ChangeLog of a package
Peirce
C.S. Peirce's Auditory Response Data
rq.fit.sfn
Sparse Regression Quantile Fitting
summary.rqss
Summary of rqss fit
residuals.nlrq
Return residuals of an nlrq object
Bosco
Boscovich Data
QTECox
Function to obtain QTE from a Cox model
dynrq
Dynamic Linear Quantile Regression
rq
Quantile Regression
dither
Function to randomly perturb a vector
lprq
locally polynomial quantile regression
rq.object
Linear Quantile Regression Object
kuantile
Quicker Sample Quantiles
rq.fit.br
Quantile Regression Fitting by Exterior Point Methods
table.rq
Table of Quantile Regression Results
rq.fit.lasso
Lasso Penalized Quantile Regression
rq.fit.scad
SCADPenalized Quantile Regression
rq.fit.fnc
Quantile Regression Fitting via Interior Point Methods
akj
Density Estimation using Adaptive Kernel method
boot.rq
Bootstrapping Quantile Regression
uis
UIS Drug Treatment study data
rq.fit.fnb
Quantile Regression Fitting via Interior Point Methods
rq.fit.pfn
Preprocessing Algorithm for Quantile Regression
combos
Ordered Combinations
engel
Engel Data
predict.rqss
Predict from fitted nonparametric quantile regression smoothing spline models
rqss
Additive Quantile Regression Smoothing
crq
Functions to fit censored quantile regression models
rearrange
Rearrangement
critval
Hotelling Critical Values
latex
Make a latex version of an R object
plot.rqss
Plot Method for rqss Objects
lm.fit.recursive
Recursive Least Squares