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Robust frequency analysis/Evidence
Method evidence record

Robust frequency analysis

Robust frequency analysis applies outlier-resistant estimation and resampling or exact methods to the counting and tabulation of categorical data, reducing the distortion caused by extreme observations, sparse cells, or violations of large-sample assumptions that can make conventional frequency summaries misleading.

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Citations copied verbatim from the method’s source record. No claim-level verification is inferred from them.

Robust Frequency Analysis
Taxonomic method record · hypothesis-test / statistics
  • Wilcox, R. R. (2012). Introduction to Robust Estimation and Hypothesis Testing (3rd ed.). Academic Press. · ISBN 978-0123869838
  • Huber, P. J., & Ronchetti, E. M. (2009). Robust Statistics (2nd ed.). Wiley. · ISBN 978-0470129906
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Related methods

Generated from the method graph and shown as machine-suggested relations — no evidence claim is inferred.

Taxonomic bucketFrequency analysismachine-suggested · Relational suggestion, not evidence.Taxonomic bucketRobust chi-square testmachine-suggested · Relational suggestion, not evidence.Taxonomic bucketRobust Descriptive Statisticsmachine-suggested · Relational suggestion, not evidence.

Evidence status

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Bibliographic sources are present. Claim-level evidence review has not been performed.

Sources

2 recorded citations, copied from the method source record.

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