A Proposed Hybrid Effect Size Plus p-Value Criterion: Empirical Evidence Supporting its Use
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Summary
Applying a 10,000-case simulation of null hypothesis significance testing, the authors found that p-values’ inferential signals to either reject or not reject a null hypothesis about the mean were consistent for almost 70% of the cases with the parameter’s true location for the sampled-from population.
- Type
- article
- Published
- 2019-03-20
- Cited by
- 48
- References
- 30
- Access
- Open access
- OpenAlex
- https://openalex.org/W2922738421
- Semantic Scholar
- https://api.semanticscholar.org/CorpusID:126626497
Keywords
Value (mathematics), Mathematics, Statistics
References
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- Testing a Point Null Hypothesis: The Irreconcilability of P Values and Evidence
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- Statistical Power Analysis for the Behavioral Sciences (2nd ed.)
- The Place of Statistics in Psychology
- Psychology journal bans P values
- Testing Precise Hypotheses
- Statistical Evidence in Experimental Psychology
- The Undetectable Difference: An Experimental Look at the ‘Problem’ of p-Values
- The ASA Statement on p-Values: Context, Process, and Purpose
- Testing a Point Null Hypothesis: The Irreconcilability of P Values and Evidence: Rejoinder
- Statistical methods for research workers
- The Heuristic Value of p in Inductive Statistical Inference
- Invited Commentary: The Need for Cognitive Science in Methodology
Cited by
- Moving to a World Beyond “p < 0.05”
- The reign of the p-value is over: what alternative analyses could we employ to fill the power vacuum?
- B-Value and Empirical Equivalence Bound: A New Procedure of Hypothesis Testing
- Statistical significance: p value, 0.05 threshold, and applications to radiomics—reasons for a conservative approach
- Multilevel Correlates of Immunosuppressive Nonadherence in Kidney Transplant Patients the Multicenter ADHERE BRAZIL Study.
- The role of developmental rate, body size, and positional behavior in the evolution of covariation and evolvability in the cranium of strepsirrhines and catarrhines.
- Rigor, Reproducibility, and the p Value.
- Contingent-behavior assay system shows zebrafish preference for alcohol is biphasic
- The epistemic and pragmatic function of dichotomous claims based on statistical hypothesis tests
- New relevance and significance measures to replace p-values
- Replication of Quasi-Experimental Population Studies: Motivation and Guidance
- Increasing nitrogen supply to phosphorus-deficient Medicago sativa decreases shoot growth and enhances root exudation of tartrate to discharge surplus carbon dependent on nitrogen form
- « Statistiquement significatif » ? Respectons l’incertitude de l’effet testé
- Publication Policies for Replicable Research and the Community-Wide False Discovery Rate
- Comparative Probability Metrics: Using Posterior Probabilities to Account for Practical Equivalence in A/B tests
- Statistically significant? Let us recognize that estimates of tested effects are uncertain
- Beyond p < .05: a critical review of new Bayesian proposals for assessing the p-value
- Millon Behavioral Medicine Diagnostic Scales Do Not Predict Long-term Weight Loss Outcomes in Bariatric Surgery Patients
- Accounting Research’s “Flat Earth” Problem
- Introducing a depression-like syndrome for translational neuropsychiatry: a plea for taxonomical validity and improved comparability between humans and mice
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