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Effect Size from Test Statistics28 days ago
Introduction | (Partial) Percent Variance Explained | In Simple Effect and Contrast Analysis | In Linear Mixed Models | Bias-Corrected Indices | Measure of Association | For Slopes | In Contrast Analysis | Measures of Difference | Between-Subject Contrasts | Within-Subject Contrasts | References
Effect Size from Test Statistics28 days ago
Introduction | (Partial) Percent Variance Explained | In Simple Effect and Contrast Analysis | In Linear Mixed Models | Bias-Corrected Indices | Measure of Association | For Slopes | In Contrast Analysis | Measures of Difference | Between-Subject Contrasts | Within-Subject Contrasts | References
Converting Between r, d, and Odds Ratios1 years ago
Converting Between d and r | In multiple regression | Converting Between OR and d | References
Converting Between r, d, and Odds Ratios1 years ago
Converting Between d and r | In multiple regression | Converting Between OR and d | References
Statistical Power2 years ago
Overview | What is statistical power and power analysis? | What is effectsize? | Putting the Pieces Together: Hypothesis Testing | Example: Comparing Means of Independent Samples | Calculate Effect Size | Approach 1: effectsize() | Approach 2: cohens_d() | Approach 3: t_to_d() | Example: Contingency Table | Example: ANOVA (and Model Comparisons) | References
Statistical Power2 years ago
Overview | What is statistical power and power analysis? | What is effectsize? | Putting the Pieces Together: Hypothesis Testing | Example: Comparing Means of Independent Samples | Calculate Effect Size | Approach 1: effectsize() | Approach 2: cohens_d() | Approach 3: t_to_d() | Example: Contingency Table | Example: ANOVA (and Model Comparisons) | References
Standardized Differences3 years ago
Two Independent Samples | One Sample | Paired Samples | For a Bayesian t-test | (Multivariate) Standardized Distances | Means Ratio | Dominance Effect Sizes | Common Language Effect Sizes | Measures of (Non)Overlap | Probabilistic Measures | One Sample and Paired Samples | References
Standardized Differences3 years ago
Two Independent Samples | One Sample | Paired Samples | For a Bayesian t-test | (Multivariate) Standardized Distances | Means Ratio | Dominance Effect Sizes | Common Language Effect Sizes | Measures of (Non)Overlap | Probabilistic Measures | One Sample and Paired Samples | References
Effect Sizes for Contingency Tables3 years ago
Nominal Correlation | 2-by-2 Tables | Larger Tables | For a Bayesian $\chi^2$-test | Goodness of Fit | Differences in Proportions | Paired Contingency Tables | References
Effect Sizes for Contingency Tables3 years ago
Nominal Correlation | 2-by-2 Tables | Larger Tables | For a Bayesian $\chi^2$-test | Goodness of Fit | Differences in Proportions | Paired Contingency Tables | References
Converting Between Probabilities, Odds (Ratios), and Risk Ratios3 years ago
Converting Between p and Odds | Odds are not Odds Ratios | Converting Between Odds Ratios, Risk Ratios and Absolute Risk Reduction | References
Converting Between Probabilities, Odds (Ratios), and Risk Ratios3 years ago
Converting Between p and Odds | Odds are not Odds Ratios | Converting Between Odds Ratios, Risk Ratios and Absolute Risk Reduction | References
Effect Sizes for ANOVAs3 years ago
Eta2 | Adding More Terms | Adding Interactions | Other Measures of Effect Size | Unbiased Effect Sizes | Generalized Eta2 | Cohen's f | When Sum-of-Squares are Hard to Come By | For Bayesian Models | For Ordinal Outcomes | References
Effect Sizes for ANOVAs3 years ago
Eta2 | Adding More Terms | Adding Interactions | Other Measures of Effect Size | Unbiased Effect Sizes | Generalized Eta2 | Cohen's f | When Sum-of-Squares are Hard to Come By | For Bayesian Models | For Ordinal Outcomes | References
Automated Interpretation of Indices of Effect Size3 years ago
Why? | Correlation r | @funder2019evaluating | @gignac2016effect | @cohen1988statistical | @evans1996straightforward | @lovakov2021empirically | Standardized Difference d (Cohen's d) | @sawilowsky2009new | Odds Ratio (OR) | @chen2010big | Coefficient of determination (R2) | For Linear Regression | @falk1992primer | For PLS / SEM R-Squared of latent variables | @chin1998partial | @hair2011pls | Omega / Eta / Epsilon Squared | @field2013discovering | @cohen1992power | Kendall's coefficient of concordance | @landis1977measurement | Cohen's g | Interpretation of other Indices | References
Automated Interpretation of Indices of Effect Size3 years ago
Why? | Correlation r | @funder2019evaluating | @gignac2016effect | @cohen1988statistical | @evans1996straightforward | @lovakov2021empirically | Standardized Difference d (Cohen's d) | @sawilowsky2009new | Odds Ratio (OR) | @chen2010big | Coefficient of determination (R2) | For Linear Regression | @falk1992primer | For PLS / SEM R-Squared of latent variables | @chin1998partial | @hair2011pls | Omega / Eta / Epsilon Squared | @field2013discovering | @cohen1992power | Kendall's coefficient of concordance | @landis1977measurement | Cohen's g | Interpretation of other Indices | References
Support Functions for Model Extensions3 years ago
Supporting ANOVA Effect Sizes | Simple ANOVA tables | ANOVA Tables with Multiple Error Strata | Approximate Effect sizes | Example | References
Support Functions for Model Extensions3 years ago
Supporting ANOVA Effect Sizes | Simple ANOVA tables | ANOVA Tables with Multiple Error Strata | Approximate Effect sizes | Example | References
Effect Sizes: Getting Started4 years ago
Aims of the Package | Comparison to Other Packages | Examples of Features | Indices of Effect Size | Standardized Differences | Contingency Tables | Parameter and Model Standardization | Effect Sizes for ANOVAs | Effect Size Conversion | From Test Statistics | Between Effect Sizes | Effect Size Interpretation | Licensing and Availability | Acknowledgments | References
Effect Sizes: Getting Started4 years ago
Aims of the Package | Comparison to Other Packages | Examples of Features | Indices of Effect Size | Standardized Differences | Contingency Tables | Parameter and Model Standardization | Effect Sizes for ANOVAs | Effect Size Conversion | From Test Statistics | Between Effect Sizes | Effect Size Interpretation | Licensing and Availability | Acknowledgments | References
Overview of Vignettes4 years ago
Function Overview | Get Started | Examples | Articles | In-Depths | Guidelines