Robust Statistical Methods - CRAN Task View

tclust

Robust Trimmed Clustering

Version 2.0-5

clusterSEs

Calculate Cluster-Robust p-Values and Confidence Intervals

Version 2.6.5

complmrob

Robust Linear Regression with Compositional Data as Covariates

Version 0.7.0

covRobust

Robust Covariance Estimation via Nearest Neighbor Cleaning

Version 1.1-3

coxrobust

Fit Robustly Proportional Hazards Regression Model

Version 1.0.1

drgee

Doubly Robust Generalized Estimating Equations

Version 1.1.10

genie

Fast, Robust, and Outlier Resistant Hierarchical Clustering

Version 1.0.5

MASS

Support Functions and Datasets for Venables and Ripley's MASS

Version 7.3-61

Gmedian

Geometric Median, k-Medians Clustering and Robust Median PCA

Version 1.2.7

GSE

Robust Estimation in the Presence of Cellwise and Casewise Contaminati...

Version 4.2-1

mvoutlier

Multivariate Outlier Detection Based on Robust Methods

Version 2.1.1

rospca

Robust Sparse PCA using the ROSPCA Algorithm

Version 1.1.1

lqmm

Linear Quantile Mixed Models

Version 1.5.8

mblm

Median-Based Linear Models

Version 0.12.1

RobustAFT

Truncated Maximum Likelihood Fit and Robust Accelerated Failure Time R...

Version 1.4-7

robustX

'eXtra' / 'eXperimental' Functionality for Robust Statistics

Version 1.2-7

otrimle

Robust Model-Based Clustering

Version 2.0

robumeta

Robust Variance Meta-Regression

Version 2.1

WRS2

A Collection of Robust Statistical Methods

Version 1.1-6

RobLoxBioC

Infinitesimally Robust Estimators for Preprocessing -Omics Data

Version 1.2.2

RobLox

Optimally Robust Influence Curves and Estimators for Location and Scal...

Version 1.2.1

RandVar

Implementation of Random Variables

Version 1.2.4

robustlmm

Robust Linear Mixed Effects Models

Version 3.3-1

sandwich

Robust Covariance Matrix Estimators

Version 3.1-1

RobStatTM

Robust Statistics: Theory and Methods

Version 1.0.11

walrus

Robust Statistical Methods

Version 1.0.5

robcor

Robust Correlations

Version 0.1-6.1

RobPer

Robust Periodogram and Periodicity Detection Methods

Version 1.2.3

ssmrob

Robust Estimation and Inference in Sample Selection Models

Version 1.0

robustDA

Robust Mixture Discriminant Analysis

Version 1.2

robustreg

Robust Regression Functions

Version 0.1-11

rlme

Rank-Based Estimation and Prediction in Random Effects Nested Models

Version 0.5

RSKC

Robust Sparse K-Means

Version 2.4.2

rpca

RobustPCA: Decompose a Matrix into Low-Rank and Sparse Components

Version 0.2.3

skewlmm

Scale Mixture of Skew-Normal Linear Mixed Models

Version 1.1.2

clubSandwich

Cluster-Robust (Sandwich) Variance Estimators with Small-Sample Correc...

Version 0.5.11

revss

Robust Estimation in Very Small Samples

Version 2.0.0

metaplus

Robust Meta-Analysis and Meta-Regression

Version 1.0-5

robfilter

Robust Time Series Filters

Version 4.1.5

pcaPP

Robust PCA by Projection Pursuit

Version 2.0-5

robust

Port of the S+ "Robust Library"

Version 0.7-5

rrcovHD

Robust Multivariate Methods for High Dimensional Data

Version 0.3-1

rrcovNA

Scalable Robust Estimators with High Breakdown Point for Incomplete Da...

Version 0.5-2

rrcov

Scalable Robust Estimators with High Breakdown Point

Version 1.7-6

robustbase

Basic Robust Statistics

Version 0.99-4-1

robsurvey

Robust Survey Statistics Estimation

Version 0.7

GJRM

Generalised Joint Regression Modelling

Version 0.2-6.7

ROptEst

Optimally Robust Estimation

Version 1.3.4

distr

Object Oriented Implementation of Distributions

Version 2.9.5

RobAStBase

Robust Asymptotic Statistics

Version 1.2.6

quantreg

Quantile Regression

Version 5.99.1

cluster

"Finding Groups in Data": Cluster Analysis Extended Rousseeuw et al.

Version 2.1.8