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William Dwyer

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#edge computing Open access Sep 2026

An Honest Effect Size for Contingency Tables: Why Nothing Can Be Unbiased, Where to Put the Error Instead, and How to Route the Report (m0f)

An Honest Effect Size for Contingency Tables: Why Nothing Can Be Unbiased, Where to Put the Error Instead, and How to Route the Report William J. Dwyer, MD, MPH, FAAP — Department of Mathematics and Statistics, University of Massachusetts Lowell. ORCID 0009-0004-0855-7222. Concept DOI (always resolves to the latest ver...

William Dwyer · 11 citations
#software testing Open access Aug 2026

The trace-gamma distribution: a three-cumulant calibrated reference for quadratic-form tests, with Welch's F and Pearson's χ² as special cases (mdist)— reproducibility deposit

The trace-gamma distribution: a three-cumulant calibrated reference for quadratic-form tests, with Welch's F and Pearson's χ² as special cases William J. Dwyer, MD, MPH, FAAP — Department of Mathematics and Statistics, University of Massachusetts Lowell. ORCID 0009-0004-0855-7222. Concept DOI (always resolves to the la...

William Dwyer · 0 citations
#edge computing Open access Aug 2026

A guaranteed-level repair for Welch's two-sample t, which silently over-rejects under skew, heteroscedasticity, and small samples (m01t) — reproducibility deposit

A guaranteed-level repair for Welch's two-sample t, which silently over-rejects under skew, heteroscedasticity, and small samples William J. Dwyer, MD, MPH, FAAP — Department of Mathematics and Statistics, University of Massachusetts Lowell. ORCID 0009-0004-0855-7222. Concept DOI (always resolves to the latest version)...

William Dwyer · 0 citations
#generative ai Open access Aug 2026

The deflated-Welch statistic: a closed-form, guaranteed-level test for heteroscedastic one-way ANOVA. (T_BB, m01a): Methods, confidence-set-geometry development, derivations, novelty, and reporting standard): reproducibility deposit

The deflated-Welch statistic: a closed-form, guaranteed-level test for heteroscedastic one-way ANOVA William J. Dwyer, MD, MPH, FAAP — Department of Mathematics and Statistics, University of Massachusetts Lowell. ORCID 0009-0004-0855-7222. Concept DOI (always resolves to the latest version): 10.5281/zenodo.21908169. Wh...

William Dwyer · 4 citations
#software testing Open access Aug 2026

Sparse departures from independence in two-way tables: a heteroscedasticity profile and detection boundary, an adaptive higher-criticism gate, and an assumption-lean exact anchor (m02) -- Reproducibility bundle

Sparse departures from independence in two-way tables: a heteroscedasticity profile and detection boundary, an adaptive higher-criticism gate, and an assumption-lean exact anchor William J. Dwyer, MD, MPH, FAAP — Department of Mathematics and Statistics, University of Massachusetts Lowell. ORCID 0009-0004-0855-7222. Co...

William Dwyer · 0 citations
#edge computing Open access Aug 2026

HELD (_) -- Reproducibility deposit

A guaranteed-coverage confidence interval for the two-sample standardized effect William J. Dwyer, MD, MPH, FAAP — Department of Mathematics and Statistics, University of Massachusetts Lowell. ORCID 0009-0004-0855-7222. Concept DOI (always resolves to the latest version): minted on first publication. What this is The r...

William Dwyer · 0 citations
#software testing Open access Aug 2026

A guaranteed-coverage confidence interval for the two-sample standardized effect (m01te) -- Reproducibility bundle

A guaranteed-coverage confidence interval for the two-sample standardized effect William J. Dwyer, MD, MPH, FAAP — Department of Mathematics and Statistics, University of Massachusetts Lowell. ORCID 0009-0004-0855-7222. Concept DOI (always resolves to the latest version): 10.5281/zenodo.22114522. Published v1.0.0:10.52...

William Dwyer · 0 citations
#software testing Open access Aug 2026

Sparse departures from independence in two-way tables: a heteroscedasticity profile and detection boundary, an adaptive higher-criticism gate, and an assumption-lean exact anchor (m02) -- Reproducibility bundle

Sparse departures from independence in two-way tables: a heteroscedasticity profile and detection boundary, an adaptive higher-criticism gate, and an assumption-lean exact anchor William J. Dwyer, MD, MPH, FAAP — Department of Mathematics and Statistics, University of Massachusetts Lowell. ORCID 0009-0004-0855-7222. Co...

William Dwyer · 0 citations
#software testing Open access Aug 2026

Exact Conditional Confidence Intervals for Cramér's V: Near-Nominal and Tight Where the Guaranteed Interval Is Wide and the Software Interval Does Not Cover (m0g)

Reproducibility package for the interval-estimate paper of the contingency-table effect-size arc, the companion to the point-estimate paper M0f. It regenerates every result behind the exact conditional confidence interval for phi^2 (and Cramer's V): the pre-registered Berger-Boos simulation (C1 passed, C2 and C3 failed...

William Dwyer · 0 citations
#edge computing Open access Aug 2026

The deflated-Welch statistic: a closed-form, guaranteed-level test for heteroscedastic one-way ANOVA. (T_BB, m01a): Methods, confidence-set-geometry development, derivations, novelty, and reporting standard): reproducibility deposit

The deflated-Welch statistic: a closed-form, guaranteed-level test for heteroscedastic one-way ANOVA William J. Dwyer, MD, MPH, FAAP — Department of Mathematics and Statistics, University of Massachusetts Lowell. ORCID 0009-0004-0855-7222. Concept DOI (always resolves to the latest version): 10.5281/zenodo.21908169. Wh...

William Dwyer · 0 citations

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