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quantreg (version 5.02)
Quantile Regression
Description
Quantile regression and related methods.
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Install
install.packages('quantreg')
Monthly Downloads
304,799
Version
5.02
License
GPL (>= 2)
Maintainer
Roger Koenker
Last Published
August 15th, 2013
Functions in quantreg (5.02)
Search functions
nlrq
Function to compute nonlinear quantile regression estimates
rearrange
Rearrangement
rqss.object
RQSS Objects and Summarization Thereof
rq.fit.sfn
Sparse Regression Quantile Fitting
rq
Quantile Regression
lm.fit.recursive
Recursive Least Squares
Peirce
C.S. Peirce's Auditory Response Data
boot.rq
Bootstrapping Quantile Regression
FAQ
FAQ and ChangeLog of a package
anova.rq
Anova function for quantile regression fits
dither
Function to randomly perturb a vector
CobarOre
Cobar Ore data
rqProcess
Compute Standardized Quantile Regression Process
critval
Hotelling Critical Values
rq.fit.pfn
Preprocessing Algorithm for Quantile Regression
akj
Density Estimation using Adaptive Kernel method
rq.fit.fnb
Quantile Regression Fitting via Interior Point Methods
rq.process.object
Linear Quantile Regression Process Object
print.summary.rq
Print Quantile Regression Summary Object
summary.crq
Summary methods for Censored Quantile Regression
residuals.nlrq
Return residuals of an nlrq object
rq.fit.lasso
Lasso Penalized Quantile Regression
rqss
Additive Quantile Regression Smoothing
summary.rqss
Summary of rqss fit
rqs.fit
Function to fit multiple response quantile regression models
print.rq
Print an rq object
latex.table
Writes a latex formatted table to a file
ranks
Quantile Regression Ranks
rq.wfit
Function to choose method for Weighted Quantile Regression
combos
Ordered Combinations
uis
UIS Drug Treatment study data
plot.rqs
Visualizing sequences of quantile regressions
Mammals
Garland(1983) Data on Running Speed of Mammals
nlrq.control
Set control parameters for nlrq
summary.rq
Summary methods for Quantile Regression
predict.rq
Quantile Regression Prediction
dynrq
Dynamic Linear Quantile Regression
barro
Barro Data
table.rq
Table of Quantile Regression Results
engel
Engel Data
plot.rq
plot the coordinates of the quantile regression process
plot.summary.rqs
Visualizing sequences of quantile regression summaries
rq.fit
Function to choose method for Quantile Regression
boot.crq
Bootstrapping Censored Quantile Regression
crq
Functions to fit censored quantile regression models
kuantile
Quicker Sample Quantiles
qss
Additive Nonparametric Terms for rqss Fitting
rq.fit.scad
SCADPenalized Quantile Regression
predict.rqss
Predict from fitted nonparametric quantile regression smoothing spline models
rq.fit.sfnc
Sparse Constrained Regression Quantile Fitting
rq.fit.fnc
Quantile Regression Fitting via Interior Point Methods
QTECox
Function to obtain QTE from a Cox model
plot.rqss
Plot Method for rqss Objects
lprq
locally polynomial quantile regression
rq.fit.br
Quantile Regression Fitting by Exterior Point Methods
Bosco
Boscovich Data
sfn.control
Set Control Parameters for Sparse Fitting
latex
Make a latex version of an R object
bandwidth.rq
bandwidth selection for rq functions
rq.object
Linear Quantile Regression Object
KhmaladzeTest
Tests of Location and Location Scale Shift Hypotheses for Linear Models
latex.summary.rqs
Make a latex table from a table of rq results