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quantreg (version 4.85)
Quantile Regression
Description
Quantile regression and related methods.
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2.0-2
Install
install.packages('quantreg')
Monthly Downloads
369,504
Version
4.85
License
GPL (>= 2)
Maintainer
Roger Koenker
Last Published
September 3rd, 2012
Functions in quantreg (4.85)
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FAQ
FAQ and ChangeLog of a package
rq.fit.lasso
Lasso Penalized Quantile Regression
CobarOre
Cobar Ore data
qss
Additive Nonparametric Terms for rqss Fitting
plot.rqs
Visualizing sequences of quantile regressions
boot.rq
Bootstrapping Quantile Regression
rq.fit.br
Quantile Regression Fitting by Exterior Point Methods
rq.fit.fnb
Quantile Regression Fitting via Interior Point Methods
barro
Barro Data
latex.table
Writes a latex formatted table to a file
rq.fit.sfnc
Sparse Constrained Regression Quantile Fitting
rq.fit.scad
SCADPenalized Quantile Regression
rqProcess
Compute Standardized Quantile Regression Process
latex
Make a latex version of an R object
nlrq
Function to compute nonlinear quantile regression estimates
ranks
Quantile Regression Ranks
bandwidth.rq
bandwidth selection for rq functions
kuantile
Quicker Sample Quantiles
combos
Ordered Combinations
plot.rqss
Plot Method for rqss Objects
uis
UIS Drug Treatment study data
rq.wfit
Function to choose method for Weighted Quantile Regression
Mammals
Garland(1983) Data on Running Speed of Mammals
rq.fit
Function to choose method for Quantile Regression
critval
Hotelling Critical Values
residuals.nlrq
Return residuals of an nlrq object
rearrange
Rearrangement
QTECox
Function to obtain QTE from a Cox model
predict.rq
Quantile Regression Prediction
predict.rqss
Predict from fitted nonparametric quantile regression smoothing spline models
rq.fit.pfn
Preprocessing Algorithm for Quantile Regression
plot.rq
plot the coordinates of the quantile regression process
rq.object
Linear Quantile Regression Object
summary.crq
Summary methods for Censored Quantile Regression
anova.rq
Anova function for quantile regression fits
dynrq
Dynamic Linear Quantile Regression
boot.crq
Bootstrapping Censored Quantile Regression
KhmaladzeTest
Tests of Location and Location Scale Shift Hypotheses for Linear Models
Bosco
Boscovich Data
summary.rqss
Summary of rqss fit
crq
Functions to fit censored quantile regression models
rq.fit.fnc
Quantile Regression Fitting via Interior Point Methods
dither
Function to randomly perturb a vector
engel
Engel Data
rqss
Additive Quantile Regression Smoothing
plot.summary.rqs
Visualizing sequences of quantile regression summaries
summary.rq
Summary methods for Quantile Regression
Peirce
C.S. Peirce's Auditory Response Data
latex.summary.rqs
Make a latex table from a table of rq results
lprq
locally polynomial quantile regression
rqss.object
RQSS Objects and Summarization Thereof
akj
Density Estimation using Adaptive Kernel method
table.rq
Table of Quantile Regression Results
sfn.control
Set Control Parameters for Sparse Fitting
lm.fit.recursive
Recursive Least Squares
print.summary.rq
Print Quantile Regression Summary Object
nlrq.control
Set control parameters for nlrq
print.rq
Print an rq object
rq.process.object
Linear Quantile Regression Process Object
rq
Quantile Regression
rq.fit.sfn
Sparse Regression Quantile Fitting
rqs.fit
Function to fit multiple response quantile regression models