Reproducibility Package for "From Statistical Significance to Practical Relevance: A Monte Carlo Comparison of NHST, TOST, Second-Generation p-Values, REACT, and Bayesian HDI-ROPE"
This reproducibility package accompanies the study “From Statistical Significance to Practical Relevance: A Monte Carlo Comparison of NHST, TOST, Second-Generation p-Values, REACT, and Bayesian HDI-ROPE.”The package contains the canonical R implementation, simulation-design files, deterministic rand...
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| Autores principales: | , , , |
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| Formato: | Software |
| Lenguaje: | inglés |
| Publicado: |
2026
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| Materias: | |
| Acceso en línea: | Enlace permanente (DOI o Handle) |
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| _version_ | 1881700528580198400 |
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| author | Evergisto Sare Lara Juan Francisco Agreda Vega L. Montoya Jimmy Aurelio Rosales-Huamaní |
| author_browse | Evergisto Sare Lara Jimmy Aurelio Rosales-Huamaní Juan Francisco Agreda Vega L. Montoya |
| author_facet | Evergisto Sare Lara Juan Francisco Agreda Vega L. Montoya Jimmy Aurelio Rosales-Huamaní |
| author_sort | Evergisto Sare Lara |
| collection | Producción científica |
| description | This reproducibility package accompanies the study “From Statistical Significance to Practical Relevance: A Monte Carlo Comparison of NHST, TOST, Second-Generation p-Values, REACT, and Bayesian HDI-ROPE.”The package contains the canonical R implementation, simulation-design files, deterministic random seeds, validated aggregate simulation outputs, quality-control reports, publication table and figure source data, manuscript-facing assets, and R session information.The study compares five inferential procedures: null-hypothesis significance testing (NHST), two one-sided tests (TOST), second-generation p-values (SGPV), REACT, and Bayesian HDI-ROPE. The reference Monte Carlo design considers six sample sizes, three practical-relevance thresholds, 29 true mean differences, and 20,000 replications per data-generating scenario, together with sensitivity analyses under heteroscedastic normal, heavy-tailed, and skewed distributions.Raw scenario-level checkpoint files are not included in this compact deposit because they can be deterministically regenerated from the supplied code and random seeds. The aggregate outputs required to reproduce and verify the reported tables, figures, operating characteristics, sensitivity analyses, and quality-control results are included. |
| format | Software |
| id | openalex:W7220365651 |
| institution | UPeU |
| language | English |
| publishDate | 2026 |
| publishDateRange | 2026 |
| publishDateSort | 2026 |
| record_format | dspace |
| spelling | openalex:W7220365651Reproducibility Package for "From Statistical Significance to Practical Relevance: A Monte Carlo Comparison of NHST, TOST, Second-Generation p-Values, REACT, and Bayesian HDI-ROPE"Evergisto Sare LaraJuan Francisco Agreda VegaL. MontoyaJimmy Aurelio Rosales-Huamanínull hypothesis significance testingtwo one-sided testsReactpractical relevancestatistical poweroperating characteristicsheavy-tailed distributionsskewed distributionsMonte Carlo simulationStatistical Methods and Bayesian InferenceStatistical Methods in Clinical TrialsMeta-analysis and systematic reviewsThis reproducibility package accompanies the study “From Statistical Significance to Practical Relevance: A Monte Carlo Comparison of NHST, TOST, Second-Generation p-Values, REACT, and Bayesian HDI-ROPE.”The package contains the canonical R implementation, simulation-design files, deterministic random seeds, validated aggregate simulation outputs, quality-control reports, publication table and figure source data, manuscript-facing assets, and R session information.The study compares five inferential procedures: null-hypothesis significance testing (NHST), two one-sided tests (TOST), second-generation p-values (SGPV), REACT, and Bayesian HDI-ROPE. The reference Monte Carlo design considers six sample sizes, three practical-relevance thresholds, 29 true mean differences, and 20,000 replications per data-generating scenario, together with sensitivity analyses under heteroscedastic normal, heavy-tailed, and skewed distributions.Raw scenario-level checkpoint files are not included in this compact deposit because they can be deterministically regenerated from the supplied code and random seeds. The aggregate outputs required to reproduce and verify the reported tables, figures, operating characteristics, sensitivity analyses, and quality-control results are included.Softwarehttps://doi.org/10.5281/zenodo.23148827W7220365651enZenodo (CERN European Organization for Nuclear Research)2026-10-05 |
| spellingShingle | null hypothesis significance testing two one-sided tests React practical relevance statistical power operating characteristics heavy-tailed distributions skewed distributions Monte Carlo simulation Statistical Methods and Bayesian Inference Statistical Methods in Clinical Trials Meta-analysis and systematic reviews Evergisto Sare Lara Juan Francisco Agreda Vega L. Montoya Jimmy Aurelio Rosales-Huamaní Reproducibility Package for "From Statistical Significance to Practical Relevance: A Monte Carlo Comparison of NHST, TOST, Second-Generation p-Values, REACT, and Bayesian HDI-ROPE" |
| title | Reproducibility Package for "From Statistical Significance to Practical Relevance: A Monte Carlo Comparison of NHST, TOST, Second-Generation p-Values, REACT, and Bayesian HDI-ROPE" |
| title_full | Reproducibility Package for "From Statistical Significance to Practical Relevance: A Monte Carlo Comparison of NHST, TOST, Second-Generation p-Values, REACT, and Bayesian HDI-ROPE" |
| title_fullStr | Reproducibility Package for "From Statistical Significance to Practical Relevance: A Monte Carlo Comparison of NHST, TOST, Second-Generation p-Values, REACT, and Bayesian HDI-ROPE" |
| title_full_unstemmed | Reproducibility Package for "From Statistical Significance to Practical Relevance: A Monte Carlo Comparison of NHST, TOST, Second-Generation p-Values, REACT, and Bayesian HDI-ROPE" |
| title_short | Reproducibility Package for "From Statistical Significance to Practical Relevance: A Monte Carlo Comparison of NHST, TOST, Second-Generation p-Values, REACT, and Bayesian HDI-ROPE" |
| title_sort | reproducibility package for from statistical significance to practical relevance a monte carlo comparison of nhst tost second generation p values react and bayesian hdi rope |
| topic | null hypothesis significance testing two one-sided tests React practical relevance statistical power operating characteristics heavy-tailed distributions skewed distributions Monte Carlo simulation Statistical Methods and Bayesian Inference Statistical Methods in Clinical Trials Meta-analysis and systematic reviews |
| topic_facet | null hypothesis significance testing two one-sided tests React practical relevance statistical power operating characteristics heavy-tailed distributions skewed distributions Monte Carlo simulation Statistical Methods and Bayesian Inference Statistical Methods in Clinical Trials Meta-analysis and systematic reviews |
| url | https://doi.org/10.5281/zenodo.23148827 |
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