An Introduction to Second-Generation p-Values

DOI10.1080/00031305.2018.1537893OpenAlexW2923446447MaRDI QIDQ5868246

Valerie F. Welty, William D. Dupont, Robert A. Greevy, Jeffrey D. Blume, Jeffrey R. Smith

Publication date: 20 September 2022

Published in: The American Statistician (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/00031305.2018.1537893

zbMATH Keywords

likelihood ratios\(p\)-valuestatistical evidencenull hypothesis

Mathematics Subject Classification ID

Statistics (62-XX)

Related Items (5)

Variable Selection With Second-Generation P-Values ⋮ Comparative Probability Metrics: Using Posterior Probabilities to Account for Practical Equivalence in A/B tests ⋮ Connecting and Contrasting the Bayes Factor and a Modified ROPE Procedure for Testing Interval Null Hypotheses ⋮ A Bayesian longitudinal trend analysis of count data with Gaussian processes ⋮ Moving to a World Beyond “p < 0.05”

Cites Work

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• Rejection odds and rejection ratios: a proposal for statistical practice in testing hypotheses
• Information, weight of evidence, the singularity between probability measures and signal detection
• The positive false discovery rate: A Bayesian interpretation and the \(q\)-value
• Could Fisher, Jeffreys and Neyman have agreed on testing? (With comments and a rejoinder).
• Revised standards for statistical evidence
• Testing a Point Null Hypothesis: The Irreconcilability of P Values and Evidence
• Statistical Evidence
• A Direct Approach to False Discovery Rates
• The Effect of Sample Size on the Meaning of Significance Tests
• Bayes Factors
• Sequential Trials, Sequential Analysis and the Likelihood Principle
• The ASA Statement on p-Values: Context, Process, and Purpose

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