R Package Scholar
27,073

quantreg: Quantile Regression

Roger Koenker  Stephen Portnoy  Pin Tian Ng  Blaise Melly  Philip Grosjean  Cleve Moler  Yousef Saad  Victor Chernozhukov  Ivan Fernandez-Val   View description and downloadsView dependenciesGitHub project

1999 Published
5.99 Version
0 Citations
9 Authors
Referenced by ⇅ Year
apTreeshape: Analyses of Phylogenetic Treeshape (Version 1.5-0.1)

2005
CADStat: Provides a GUI to Several Statistical Methods (Version 3.0.8)

2008
elfgen: Ecological Limit Function Model Generation and Analysis Toolkit (Version 2.3.3)

2022
GeoTcgaData: Processing various types of data on GEO and TCGA (Version 1.1.1.992)

2019
LRQMM: Fitting Linear Quantile Regression Mixed Models with Relationship Matrix (Version 1.2.3)

2019
ptest: Periodicity Tests in Short Time Series (Version 1.0-8)

2016
Qardl: Quantile Autoregressive Distributed Lag Model (Version 0.1.1)

2022
WEE: Weighted Estimated Equation (WEE) Approaches in Genetic Case-Control Studies (Version 1.0)

2016
NonlinearRDD: Nonlinear Regression Discontinuity Design (Version 0.0.4)

2023
WpProj: Linear p-Wasserstein Projections (Version 0.2.1)

2024
pwr2ppl: Power Analyses for Common Designs (Power to the People) (Version 0.5.0)

2019
qcauchyreg: Quantile Regression Quasi-Cauchy (Version 1.0)

2023
qcpm: Quantile Composite Path Modeling (Version 0.4)

2022
qfa: Quantile-Frequency Analysis (QFA) of Time Series (Version 2.1)

2013
ACE.CoCo: Analysis of Correlated High-Dimensional Expression (ACE) Data (Version 0.1)

2023
AER: Applied Econometrics with R (Version 1.2-14)

2008
BwQuant: Bandwidth Selectors for Local Linear Quantile Regression (Version 0.1.0)

2022
ClusPred: Simultaneous Semi-Parametric Estimation of Clustering and Regression (Version 1.1.0)

2021
Compositional: Compositional Data Analysis (Version 7.1)

2016
ConnectednessApproach: Connectedness Approach (Version 1.0.3)

2022
Counterfactual: Estimation and Inference Methods for Counterfactual Analysis (Version 1.2)

2016
EXRQ: Extreme Regression of Quantiles (Version 1.0)

2016
EdSurvey: Analysis of NCES Education Survey and Assessment Data (Version 4.0.7)

2017
ForecastComb: Forecast Combination Methods (Version 1.3.1)

2017
ForecastCombinations: Forecast Combinations (Version 1.1)

2015
GEInter: Robust Gene-Environment Interaction Analysis (Version 0.3.2)

2021
GET: Global Envelopes (Version 1.0-3)

2019
GLDreg: Fit GLD Regression/Quantile/AFT Model to Data (Version 1.1.1)

2014
HDRFA: High-Dimensional Robust Factor Analysis (Version 0.1.5)

2023
HIMA: High-Dimensional Mediation Analysis (Version 2.3.0)

2017
HSAUR3: A Handbook of Statistical Analyses Using R (3rd Edition) (Version 1.0-15)

2014
JWileymisc: Miscellaneous Utilities and Functions (Version 1.4.1)

2016
MCMCpack: Markov Chain Monte Carlo (MCMC) Package (Version 1.7-1)

2003
MECfda: Scalar-on-Function Regression with Measurement Error Correction (Version 0.1.0)

2024
MRZero: Diet Mendelian Randomization (Version 0.2.0)

2023
MTE: Maximum Tangent Likelihood Estimation for Robust Linear Regression and Variable Selection (Version 1.2)

2017
MXM: Feature Selection (Including Multiple Solutions) and Bayesian Networks (Version 1.5.5)

2014
MendelianRandomization: Mendelian Randomization Package (Version 0.10.0)

2016
MiRKAT: Microbiome Regression-Based Kernel Association Tests (Version 1.2.3)

2017
MuMIn: Multi-Model Inference (Version 1.48.4)

2010
MultiKink: Estimation and Inference for Multi-Kink Quantile Regression (Version 0.2.0)

2020
MultiRobust: Multiply Robust Methods for Missing Data Problems (Version 1.0.5)

2019
NCA: Necessary Condition Analysis (Version 4.0.2)

2015
NSM3: Functions and Datasets to Accompany Hollander, Wolfe, and Chicken - Nonparametric Statistical Methods, Third Edition (Version 1.19)

2013
OPTtesting: Optimal Testing (Version 1.0.0)

2022
PDMIF: Fits Heterogeneous Panel Data Models (Version 0.1.0)

2022
PerformanceAnalytics: Econometric Tools for Performance and Risk Analysis (Version 2.0.4)

2007
QRIpkg: Quantile Regression Index Score (Version 0.2.2)

2020
QRank: A Novel Quantile Regression Approach for eQTL Discovery (Version 1.0)

2017
QRegVCM: Quantile Regression in Varying-Coefficient Models (Version 1.2)

2016
QTE.RD: Quantile Treatment Effects under the Regression Discontinuity Design (Version 1.1.0)

2024
QTOCen: Quantile-Optimal Treatment Regimes with Censored Data (Version 0.1.1)

2019
QregBB: Block Bootstrap Methods for Quantile Regression in Time Series (Version 1.0.0)

2022
Qtools: Utilities for Quantiles (Version 1.5.9)

2016
RATest: Randomization Tests (Version 0.1.10)

2017
RPPanalyzer: Reads, Annotates, and Normalizes Reverse Phase Protein Array Data (Version 1.4.9)

2010
RPPASPACE: Reverse-Phase Protein Array Super Position and Concentration Evaluation (Version 1.0.10)

2020
Rearrangement: Monotonize Point and Interval Functional Estimates by Rearrangement (Version 2.1)

2012
RobPer: Robust Periodogram and Periodicity Detection Methods (Version 1.2.3)

2013
SGP: Student Growth Percentiles & Percentile Growth Trajectories (Version 2.2-0.0)

2008
STMr: Strength Training Manual R-Language Functions (Version 0.1.6)

2022
SeBR: Semiparametric Bayesian Regression Analysis (Version 1.0.0)

2023
SimplyAgree: Flexible and Robust Agreement and Reliability Analyses (Version 0.2.0)

2021
SortedEffects: Estimation and Inference Methods for Sorted Causal Effects and Classification Analysis (Version 1.7.0)

2019
SpatialRegimes: Spatial Constrained Clusterwise Regression (Version 1.1)

2020
SystemicR: Monitoring Systemic Risk (Version 0.1.0)

2020
TSrepr: Time Series Representations (Version 1.1.0)

2018
TTCA: Transcript Time Course Analysis (Version 0.1.1)

2016
WRTDStidal: Weighted Regression for Water Quality Evaluation in Tidal Waters (Version 1.1.4)

2016
abc: Tools for Approximate Bayesian Computation (ABC) (Version 2.2.1)

2010
aftsem: Semiparametric Accelerated Failure Time Model (Version 1.0)

2024
alphaOutlier: Obtain Alpha-Outlier Regions for Well-Known Probability Distributions (Version 1.2.0)

2015
asm: Optimal Convex M-Estimation for Linear Regression via Antitonic Score Matching (Version 0.2.0)

2024
atRisk: At-Risk (Version 0.1.0)

2023
batchtma: Batch Effect Adjustments (Version 0.1.6)

2021
bgumbel: Bimodal Gumbel Distribution (Version 0.0.3)

2021
binsreg: Binscatter Estimation and Inference (Version 1.1)

2019
boostrq: Boosting Regression Quantiles (Version 1.0.0)

2024
broom: Convert Statistical Objects into Tidy Tibbles (Version 1.0.7)

2014
caROC: Continuous Biomarker Evaluation with Adjustment of Covariates (Version 0.1.5)

2021
car: Companion to Applied Regression (Version 3.1-3)

2001
chipPCR: Toolkit of Helper Functions to Pre-Process Amplification Data (Version 1.0-2)

2013
cluscov: Clustered Covariate Regression (Version 1.1.0)

2019
cmcR: An Implementation of the 'Congruent Matching Cells' Method (Version 0.1.11)

2020
cmprskQR: Analysis of Competing Risks Using Quantile Regressions (Version 0.9.2)

2014
cobs: Constrained B-Splines (Sparse Matrix Based) (Version 1.3-8)

2002
coveffectsplot: Produce Forest Plots to Visualize Covariate Effects (Version 1.0.5)

2018
cqrReg: Quantile, Composite Quantile Regression and Regularized Versions (Version 1.2.1)

2014
crs: Categorical Regression Splines (Version 0.15-38)

2011
ddpca: Diagonally Dominant Principal Component Analysis (Version 1.1)

2019
diagL1: Routines for Fit, Inference and Diagnostics in Linear L1 and LAD Models (Version 1.0.0)

2023
diveMove: Dive Analysis and Calibration (Version 1.6.4)

2006
dyn: Time Series Regression (Version 0.2-9.6)

2005
emplik: Empirical Likelihood Ratio for Censored/Truncated Data (Version 1.3-1)

2001
erah: Automated Spectral Deconvolution, Alignment, and Metabolite Identification in GC/MS-Based Untargeted Metabolomics (Version 2.0.1)

2016
esreg: Joint Quantile and Expected Shortfall Regression (Version 0.6.2)

2017
fMRItools: Routines for Common fMRI Processing Tasks (Version 0.4.7)

2022
fairadapt: Fair Data Adaptation with Quantile Preservation (Version 1.0.0)

2019
gJLS2: A Generalized Joint Location and Scale Framework for Association Testing (Version 0.2.0)

2021
gapfill: Fill Missing Values in Satellite Data (Version 0.9.6-1)

2016
geeVerse: A Comprehensive Analysis of High Dimensional Longitudinal Data (Version 0.2.1)

2024
georob: Robust Geostatistical Analysis of Spatial Data (Version 0.3-20)

2013
ggblanket: Simplify 'ggplot2' Visualisation (Version 10.0.0)

2022
ggeffects: Create Tidy Data Frames of Marginal Effects for 'ggplot' from Model Outputs (Version 1.7.2)

2017
ggformula: Formula Interface to the Grammar of Graphics (Version 0.12.0)

2017
ggiraph: Make 'ggplot2' Graphics Interactive (Version 0.8.10)

2016
ggplot2: Create Elegant Data Visualisations Using the Grammar of Graphics (Version 3.5.1)

2007
ggpmisc: Miscellaneous Extensions to 'ggplot2' (Version 0.6.0)

2016
ggquickeda: Quickly Explore Your Data Using 'ggplot2' and 'table1' Summary Tables (Version 0.3.1)

2018
ggstance: Horizontal 'ggplot2' Components (Version 0.3.7)

2016
ggthemes: Extra Themes, Scales and Geoms for 'ggplot2' (Version 5.1.0)

2012
grandR: Comprehensive Analysis of Nucleotide Conversion Sequencing Data (Version 0.2.5)

2022
gsubfn: Utilities for Strings and Function Arguments (Version 0.7)

2006
hettx: Fisherian and Neymanian Methods for Detecting and Measuring Treatment Effect Variation (Version 0.1.3)

2019
hrqglas: Group Variable Selection for Quantile and Robust Mean Regression (Version 1.1.0)

2021
iNZightPlots: Graphical Tools for Exploring Data with 'iNZight' (Version 2.15.3)

2020
insight: Easy Access to Model Information for Various Model Objects (Version 0.20.5)

2019
invacost: Analyse Biological Invasion Costs with the 'InvaCost' Database (Version 1.1-6)

2020
jtools: Analysis and Presentation of Social Scientific Data (Version 2.3.0)

2017
latticeExtra: Extra Graphical Utilities Based on Lattice (Version 0.6-30)

2004
lava: Latent Variable Models (Version 1.8.0)

2012
locpolExpectile: Local Polynomial Expectile Regression (Version 0.1.1)

2021
lqmix: Linear Quantile Mixture Models (Version 1.0)

2023
lqr: Robust Linear Quantile Regression (Version 5.2)

2015
lss2: The Accelerated Failure Time Model to Right Censored Data Based on Least-Squares Principle (Version 1.1)

2019
marginaleffects: Predictions, Comparisons, Slopes, Marginal Means, and Hypothesis Tests (Version 0.23.0)

2021
marlod: Marginal Modeling for Exposure Data with Values Below the LOD (Version 0.1.1)

2024
matrisk: Macroeconomic-at-Risk (Version 0.1.0)

2023
mediation: Causal Mediation Analysis (Version 4.5.0)

2009
midasr: Mixed Data Sampling Regression (Version 0.8)

2013
modeLLtest: Compare Models with Cross-Validated Log-Likelihood (Version 1.0.4)

2019
multid: Multivariate Difference Between Two Groups (Version 1.0.0)

2021
mvctm: Multivariate Variance Components Tests for Multilevel Data (Version 1.2)

2014
newIMVC: A Robust Integrated Mean Variance Correlation (Version 0.1.0)

2024
nlmeVPC: Visual Model Checking for Nonlinear Mixed Effect Model (Version 2.6)

2021
np: Nonparametric Kernel Smoothing Methods for Mixed Data Types (Version 0.60-17)

2006
openair: Tools for the Analysis of Air Pollution Data (Version 2.18-2)

2010
opera: Online Prediction by Expert Aggregation (Version 1.2.0)

2016
optimCheck: Graphical and Numerical Checks for Mode-Finding Routines (Version 1.0.1)

2019
parameters: Processing of Model Parameters (Version 0.23.0)

2019
pcvr: Plant Phenotyping and Bayesian Statistics (Version 1.1.1.0)

2024
performance: Assessment of Regression Models Performance (Version 0.12.4)

2019
perryExamples: Examples for Integrating Prediction Error Estimation into Regression Models (Version 0.1.1)

2021
pez: Phylogenetics for the Environmental Sciences (Version 1.2-4)

2014
pfa: Estimates False Discovery Proportion Under Arbitrary Covariance Dependence (Version 1.1)

2012
pheno: Auxiliary Functions for Phenological Data Analysis (Version 1.7-0)

2003
picante: Integrating Phylogenies and Ecology (Version 1.8.2)

2008
plaqr: Partially Linear Additive Quantile Regression (Version 2.0)

2015
plotluck: 'ggplot2' Version of "I'm Feeling Lucky!" (Version 1.1.1)

2016
prediction: Tidy, Type-Safe 'prediction()' Methods (Version 0.3.18)

2016
profExtrema: Compute and Visualize Profile Extrema Functions (Version 0.2.1)

2018
qrLMM: Quantile Regression for Linear Mixed-Effects Models (Version 2.3)

2015
qrNLMM: Quantile Regression for Nonlinear Mixed-Effects Models (Version 3.4)

2015
qris: Quantile Regression Model for Residual Lifetime Using an Induced Smoothing Approach (Version 1.1.1)

2022
qrjoint: Joint Estimation in Linear Quantile Regression (Version 2.0-9)

2015
qrmix: Quantile Regression Mixture Models (Version 0.9.0)

2017
qte: Quantile Treatment Effects (Version 1.3.1)

2015
quantCurves: Estimate Quantiles Curves (Version 1.0.0)

2022
quantdr: Dimension Reduction Techniques for Conditional Quantiles (Version 1.2.2)

2020
quantilogram: Cross-Quantilogram (Version 3.1.1)

2020
quantoptr: Algorithms for Quantile- And Mean-Optimal Treatment Regimes (Version 0.1.3)

2017
quantreg.nonpar: Nonparametric Series Quantile Regression (Version 1.0)

2016
quantregGrowth: Non-Crossing Additive Regression Quantiles and Non-Parametric Growth Charts (Version 1.7-1)

2013
quantspec: Quantile-Based Spectral Analysis of Time Series (Version 1.2-4)

2011
reverseR: Linear Regression Stability to Significance Reversal (Version 0.2)

2019
riv: Robust Instrumental Variables Estimator (Version 2.0-5)

2005
rlme: Rank-Based Estimation and Prediction in Random Effects Nested Models (Version 0.5)

2013
rms: Regression Modeling Strategies (Version 6.8-2)

2009
robmed: (Robust) Mediation Analysis (Version 1.1.0)

2016
robustbase: Basic Robust Statistics (Version 0.99-4-1)

2006
rqPen: Penalized Quantile Regression (Version 4.1.2)

2014
rqcanon: Canonical Quantile Regression (Version 0.1.0)

2024
rrat: Robust Regression with Asymmetric Heavy-Tail Noise Distributions (Version 1.0.0)

2019
simsem: SIMulated Structural Equation Modeling (Version 0.5-16)

2012
siqr: An R Package for Single-Index Quantile Regression (Version 0.8.1)

2021
skedastic: Handling Heteroskedasticity in the Linear Regression Model (Version 2.0.2)

2020
smoothAPC: Smoothing of Two-Dimensional Demographic Data, Optionally Taking into Account Period and Cohort Effects (Version 0.3)

2016
sn: The Skew-Normal and Related Distributions Such as the Skew-t and the SUN (Version 2.1.1)

2000
stR: Seasonal Trend Decomposition Using Regression (Version 0.7)

2016
stargazer: Well-Formatted Regression and Summary Statistics Tables (Version 5.2.3)

2012
subsampling: Optimal Subsampling Methods for Statistical Models (Version 0.1.1)

2024
survey: Analysis of Complex Survey Samples (Version 4.4-2)

2003
tidyfit: Regularized Linear Modeling with Tidy Data (Version 0.7.2)

2022
tidyvpc: VPC Percentiles and Prediction Intervals (Version 1.5.1)

2020
tram: Transformation Models (Version 1.1-2)

2018
tsrobprep: Robust Preprocessing of Time Series Data (Version 0.3.2)

2020
turboEM: A Suite of Convergence Acceleration Schemes for EM, MM and Other Fixed-Point Algorithms (Version 2021.1)

2011
unitquantreg: Parametric Quantile Regression Models for Bounded Data (Version 0.0.6)

2022
vdg: Variance Dispersion Graphs and Fraction of Design Space Plots (Version 1.2.3)

2014
vinereg: D-Vine Quantile Regression (Version 0.10.0)

2018
weightQuant: Weights for Incomplete Longitudinal Data and Quantile Regression (Version 1.0.1)

2018

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