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quantreg (version 4.97)
Quantile Regression
Description
Quantile regression and related methods.
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Install
install.packages('quantreg')
Monthly Downloads
270,382
Version
4.97
License
GPL (>= 2)
Maintainer
Roger Koenker
Last Published
March 28th, 2013
Functions in quantreg (4.97)
Search functions
predict.rqss
Predict from fitted nonparametric quantile regression smoothing spline models
table.rq
Table of Quantile Regression Results
plot.rqs
Visualizing sequences of quantile regressions
summary.rqss
Summary of rqss fit
QTECox
Function to obtain QTE from a Cox model
rq.fit.sfnc
Sparse Constrained Regression Quantile Fitting
sfn.control
Set Control Parameters for Sparse Fitting
uis
UIS Drug Treatment study data
nlrq
Function to compute nonlinear quantile regression estimates
plot.rq
plot the coordinates of the quantile regression process
engel
Engel Data
rq.fit.scad
SCADPenalized Quantile Regression
rq.fit.fnb
Quantile Regression Fitting via Interior Point Methods
Peirce
C.S. Peirce's Auditory Response Data
rq.fit.pfn
Preprocessing Algorithm for Quantile Regression
anova.rq
Anova function for quantile regression fits
rqs.fit
Function to fit multiple response quantile regression models
boot.crq
Bootstrapping Censored Quantile Regression
latex
Make a latex version of an R object
rq.fit.br
Quantile Regression Fitting by Exterior Point Methods
CobarOre
Cobar Ore data
latex.table
Writes a latex formatted table to a file
qss
Additive Nonparametric Terms for rqss Fitting
critval
Hotelling Critical Values
latex.summary.rqs
Make a latex table from a table of rq results
dynrq
Dynamic Linear Quantile Regression
kuantile
Quicker Sample Quantiles
rq.fit.sfn
Sparse Regression Quantile Fitting
FAQ
FAQ and ChangeLog of a package
combos
Ordered Combinations
rq
Quantile Regression
Mammals
Garland(1983) Data on Running Speed of Mammals
predict.rq
Quantile Regression Prediction
boot.rq
Bootstrapping Quantile Regression
print.summary.rq
Print Quantile Regression Summary Object
bandwidth.rq
bandwidth selection for rq functions
rqss
Additive Quantile Regression Smoothing
rq.wfit
Function to choose method for Weighted Quantile Regression
rq.fit.fnc
Quantile Regression Fitting via Interior Point Methods
rqss.object
RQSS Objects and Summarization Thereof
summary.crq
Summary methods for Censored Quantile Regression
barro
Barro Data
rq.process.object
Linear Quantile Regression Process Object
rqProcess
Compute Standardized Quantile Regression Process
crq
Functions to fit censored quantile regression models
rq.fit
Function to choose method for Quantile Regression
lm.fit.recursive
Recursive Least Squares
ranks
Quantile Regression Ranks
dither
Function to randomly perturb a vector
KhmaladzeTest
Tests of Location and Location Scale Shift Hypotheses for Linear Models
residuals.nlrq
Return residuals of an nlrq object
nlrq.control
Set control parameters for nlrq
lprq
locally polynomial quantile regression
summary.rq
Summary methods for Quantile Regression
print.rq
Print an rq object
rq.object
Linear Quantile Regression Object
akj
Density Estimation using Adaptive Kernel method
Bosco
Boscovich Data
plot.summary.rqs
Visualizing sequences of quantile regression summaries
plot.rqss
Plot Method for rqss Objects
rearrange
Rearrangement
rq.fit.lasso
Lasso Penalized Quantile Regression