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quantreg (version 5.05)
Quantile Regression
Description
Quantile regression and related methods.
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Install
install.packages('quantreg')
Monthly Downloads
304,799
Version
5.05
License
GPL (>= 2)
Maintainer
Roger Koenker
Last Published
September 23rd, 2013
Functions in quantreg (5.05)
Search functions
Bosco
Boscovich Data
engel
Engel Data
combos
Ordered Combinations
boot.rq
Bootstrapping Quantile Regression
akj
Density Estimation using Adaptive Kernel method
lm.fit.recursive
Recursive Least Squares
rq.fit
Function to choose method for Quantile Regression
predict.rqss
Predict from fitted nonparametric quantile regression smoothing spline models
anova.rq
Anova function for quantile regression fits
dither
Function to randomly perturb a vector
qss
Additive Nonparametric Terms for rqss Fitting
plot.rq
plot the coordinates of the quantile regression process
sfn.control
Set Control Parameters for Sparse Fitting
rq.fit.scad
SCADPenalized Quantile Regression
Mammals
Garland(1983) Data on Running Speed of Mammals
rq.fit.fnc
Quantile Regression Fitting via Interior Point Methods
FAQ
FAQ and ChangeLog of a package
plot.rqss
Plot Method for rqss Objects
QTECox
Function to obtain QTE from a Cox model
nlrq
Function to compute nonlinear quantile regression estimates
predict.rq
Quantile Regression Prediction
rq.object
Linear Quantile Regression Object
lprq
locally polynomial quantile regression
summary.rq
Summary methods for Quantile Regression
rq.fit.sfnc
Sparse Constrained Regression Quantile Fitting
boot.crq
Bootstrapping Censored Quantile Regression
kuantile
Quicker Sample Quantiles
critval
Hotelling Critical Values
plot.rqs
Visualizing sequences of quantile regressions
uis
UIS Drug Treatment study data
latex
Make a latex version of an R object
crq
Functions to fit censored quantile regression models
rq.process.object
Linear Quantile Regression Process Object
rq.fit.lasso
Lasso Penalized Quantile Regression
rqProcess
Compute Standardized Quantile Regression Process
print.rq
Print an rq object
residuals.nlrq
Return residuals of an nlrq object
summary.crq
Summary methods for Censored Quantile Regression
CobarOre
Cobar Ore data
rearrange
Rearrangement
latex.summary.rqs
Make a latex table from a table of rq results
rqss
Additive Quantile Regression Smoothing
rqs.fit
Function to fit multiple response quantile regression models
bandwidth.rq
bandwidth selection for rq functions
summary.rqss
Summary of rqss fit
rq.fit.fnb
Quantile Regression Fitting via Interior Point Methods
rqss.object
RQSS Objects and Summarization Thereof
rq.fit.sfn
Sparse Regression Quantile Fitting
nlrq.control
Set control parameters for nlrq
rq.fit.br
Quantile Regression Fitting by Exterior Point Methods
KhmaladzeTest
Tests of Location and Location Scale Shift Hypotheses for Linear Models
print.summary.rq
Print Quantile Regression Summary Object
rq.wfit
Function to choose method for Weighted Quantile Regression
Peirce
C.S. Peirce's Auditory Response Data
dynrq
Dynamic Linear Quantile Regression
latex.table
Writes a latex formatted table to a file
rq
Quantile Regression
rq.fit.pfn
Preprocessing Algorithm for Quantile Regression
barro
Barro Data
plot.summary.rqs
Visualizing sequences of quantile regression summaries
ranks
Quantile Regression Ranks
table.rq
Table of Quantile Regression Results