WRS2: Robust Statistical Methods Collection by Patrick Mair

A collection of robust statistical methods based on Wilcox' WRS functions. It implements robust t-tests, ANOVA, correlation, mediation, and nonparametric ANCOVA models. The collection was authored by Patrick Mair and is hosted on the paperswithcode platform.

Use Cases

• Conducting robust independent or dependent samples t-tests based on the described functions.
• Performing robust ANOVA for between-within subject designs as mentioned in the description.
• Running quantile ANOVA analyses based on the implemented methods.
• Calculating robust correlation and mediation measures as described.
• Fitting nonparametric ANCOVA models using robust location measures.

Strengths

• Implements a collection of specific robust statistical methods, including t-tests, ANOVA, and correlation.
• Based on established Wilcox' WRS functions, suggesting a methodological foundation.
• Covers multiple analysis types: ANOVA, mediation, and ANCOVA as described.

Limitations

• Column-level documentation is absent; field semantics must be inferred after download.
• Row count, file formats, and license are unknown, which may limit suitability assessment.
• Last update date is unknown; freshness unverified.

Provenance

Source

paperswithcode

Collection Method

Collection of statistical methods authored by Patrick Mair.

Time Range

Temporal coverage is unknown.

Freshness

Last updated date is unknown.

Geography

Spatial coverage is unknown.