Simulation-Based Power Analysis for Factorial Designs
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Documentation for package ‘Superpower’ version 0.2.0
Help Pages
| alpha_standardized | Compute standardized alpha level based on unstandardized alpha level and the number of observations N. |
| ANCOVA_analytic | Power Calculations for Factorial ANCOVAs |
| ANCOVA_contrast | Power Calculations for ANCOVA Contrasts |
| ancova_power-methods | Methods for ancova_power objects |
| ANOVA_compromise | Justify your alpha level by minimizing or balancing Type 1 and Type 2 error rates for ANOVAs. |
| ANOVA_design | Design function used to specify the parameters to be used in simulations |
| ANOVA_exact | Simulates an exact dataset (mu, sd, and r represent empirical, not population, mean and covariance matrix) from the design to calculate power |
| ANOVA_exact2 | Simulates an exact dataset (mu, sd, and r represent empirical, not population, mean and covariance matrix) from the design to calculate power |
| ANOVA_power | Simulation function used to estimate power |
| confint.sim_result | Methods for sim_result objects |
| design_aov-methods | Methods for design_aov objects |
| emmeans_power | Compute power for 'emmeans' contrasts |
| emmeans_power.data.frame | Compute power for 'emmeans' contrasts |
| emmeans_power.emmGrid | Compute power for 'emmeans' contrasts |
| emmeans_power.summary_em | Compute power for 'emmeans' contrasts |
| morey_plot.ftest | Plot out power sensitivity plots for t or F tests |
| morey_plot.ttest | Plot out power sensitivity plots for t or F tests |
| mu_from_ES | Convenience function to calculate the means for between designs with one factor (One-Way ANOVA). Can be used to determine the means that should yield a specified effect sizes (expressed in Cohen's f). |
| optimal_alpha | Justify your alpha level by minimizing or balancing Type 1 and Type 2 error rates. |
| opt_alpha-methods | Methods for opt_alpha objects |
| plot.ancova_power | Methods for ancova_power objects |
| plot.design_aov | Methods for design_aov objects |
| plot.opt_alpha | Methods for opt_alpha objects |
| plot.sim_result | Methods for sim_result objects |
| plot_power | Convenience function to plot power across a range of sample sizes. |
| power.ftest | Power Calculations for an F-test |
| power_oneway_ancova | Power Calculations for a one-way ANCOVA |
| power_oneway_between | Analytic power calculation for one-way between designs. |
| power_oneway_within | Analytic power calculation for one-way within designs. |
| power_standardized_alpha | Optimizing function to achieve desired power based on a standardized alpha level. |
| power_threeway_between | Analytic power calculation for three-way between designs. |
| power_twoway_between | Analytic power calculation for two-way between designs. |
| print.ancova_power | Methods for ancova_power objects |
| print.design_aov | Methods for design_aov objects |
| print.opt_alpha | Methods for opt_alpha objects |
| print.sim_result | Methods for sim_result objects |
| p_standardized | Compute standardized alpha level based on unstandardized alpha level and the number of observations N. |
| sim_result-methods | Methods for sim_result objects |
| Superpower_options | Set/get global Superpower options |