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Complementing preregistered confirmatory analyses with rigorous, reproducible exploration using machine learning
5 references·1 citing·31 second hop
Complementing preregistered confirmatory analyses with rigorous, reproducible exploration using machine learning (2022)Complementing preregistered confirmatory …A many-analysts approach to the relation between religiosity and well-being (2022)A many-analysts approach to t…WORCS: A workflow for open reproducible code in science (2021)WORCS: A workflow for open re…Reproducible Research in R: A Tutorial on How to Do the Same Thing More Than Once (2021)Reproducible Research in R: A…Theory-guided exploration with structural equation model forests. (2016)Theory-guided exploration wit…Degrees of Freedom in Planning, Running, Analyzing, and Reporting Psychological Studies: A Checklist to Avoid p-Hacking (2016)Degrees of Freedom in Plannin…Many-analysts religion project: reflection and conclusion (2022)Many-analysts religion projec…Why Most Published Research Findings Are False (2005)False-Positive Psychology (2011)Estimating the reproducibility of psychological science (2015)What You See Is What You Get? Enhancing Methodological Transparency in Management Research (2017)The Hong Kong Principles for assessing researchers: Fostering research integrity (2020)Small Effects: The Indispensable Foundation for a Cumulative Psychological Science (2021)Development and validation of brief measures of positive and negative affect: The PANAS scales. (1988)Development and validation of brief measures of positive and negative affect: The PANAS scales. (1988)To Explain or to Predict? (2010)Age Differentiation within Gray Matter, White Matter, and between Memory and White Matter in an Adult Life Span Cohort (2018)A Practical Guide to Variable Selection in Structural Equation Modeling by Using Regularized Multiple-Indicators, Multiple-Causes Models (2019)Neurocognitive reorganization between crystallized intelligence, fluid intelligence and white matter microstructure in two age-heterogeneous developmental cohorts (2019)HARKing: Hypothesizing After the Results are Known (1998)Measuring the Prevalence of Questionable Research Practices With Incentives for Truth Telling (2012)Promoting an open research culture (2015)Personality computing: New frontiers in personality assessment (2021)Recommended Practices in Latent Class Analysis Using the Open-Source R-Package tidySEM (2023)The benefits of preregistration and Registered Reports (2024)Theoretical risks and tabular asterisks: Sir Karl, Sir Ronald, and the slow progress of soft psychology. (1978)Measurement invariance conventions and reporting: The state of the art and future directions for psychological research (2016)The preregistration revolution (2018)Big Little Lies: A Compendium and Simulation of p-Hacking Strategies (2022)Implementing code review in the scientific workflow: Insights from ecology and evolutionary biology (2023)Invitation to the Psychology of Religion (1997)Many Analysts, One Data Set: Making Transparent How Variations in Analytic Choices Affect Results (2018)Development of the World Health Organization WHOQOL-BREF Quality of Life Assessment (1998)Religiousness and depression: Evidence for a main effect and the moderating influence of stressful life events. (2003)Research on Religion, Spirituality, and Mental Health: A Review (2009)History repeating: guidelines to address common problems in psychedelic science (2023)Clinically relevant acute subjective effects of psychedelics beyond mystical experience (2024)Heterogeneity in effect size estimates (2024)
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References

  • 2016Degrees of Freedom in Planning, Running, Analyzing, and Reporting Psychological Studies: A Checklist to Avoid p-Hacking754 cited
  • 2022A many-analysts approach to the relation between religiosity and well-being104 cited
  • 2016Theory-guided exploration with structural equation model forests.81 cited
  • 2021WORCS: A workflow for open reproducible code in science60 cited
  • 2021Reproducible Research in R: A Tutorial on How to Do the Same Thing More Than Once37 cited

Cited by

  • 2022Many-analysts religion project: reflection and conclusion12 cited

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