MOTE1.2.2 package

Effect Size and Confidence Interval Calculator

apa

Format numbers for APA-style reporting

ci_r2

Confidence interval for R^2 (exported helper)

d_dep_t_avg

Cohen's d for Paired t Using the Average SD Denominator

d_dep_t_diff_t

Cohen's d from t for Paired Samples Using the SD of Difference Scores

d_dep_t_diff

Cohen's d for Paired t Using the SD of Difference Scores

d_dep_t_rm

Cohen's d for Paired t Controlling for Correlation (Repeated Measures)

d_effect

General interface for Cohen's d

d_ind_t_t

Cohen's d from t for Independent Samples (Pooled SD)

d_ind_t

Cohen's d for Independent Samples Using the Pooled SD

d_prop

Cohen's d (SMD) for Independent Proportions (Binary Outcomes)

d_single_t_t

Cohen's d from t for One-Sample t-Test

d_single_t

Cohen's d for One-Sample t from Summary Stats

d_to_r

r and Coefficient of Determination (R2) from d

d_z_mean

Cohen's d for Z-test from Population Mean and SD

d_z_z

Cohen's d from z-statistic for Z-test

delta_ind_t

dδd_{\delta} for Between Subjects with Control Group SD Denominator

epsilon_full_ss

ϵ2\epsilon^2 for ANOVA from FF and Sum of Squares

eta_f

η2\eta^2 and Coefficient of Determination (R2^2) for ANOVA from FF

eta_full_ss

η2\eta^2 for ANOVA from FF and Sum of Squares

eta_partial_ss

ηp2\eta^2_p for ANOVA from FF and Sum of Squares

g_ind_t

dgd_g Corrected for Independent tt

ges_partial_ss_mix

ηG2\eta^2_{G} (Partial Generalized Eta-Squared) for Mixed Design ANOVA ...

ges_partial_ss_rm

ηG2\eta^2_{G} (Partial Generalized Eta-Squared) for Repeated-Measures A...

h_prop

Cohen's h for Independent Proportions

odds_ratio

Odds Ratio from 2x2 Table

omega_f

ω2\omega^2 for ANOVA from FF

omega_full_ss

omega^2 for One-Way and Multi-Way ANOVA from F

omega_g_ss_rm

omega^2_G (Generalized Omega Squared) for Multi-Way and Mixed ANOVA fr...

omega_partial_ss_bn

omega^2_p (Partial Omega Squared) for Between-Subjects ANOVA from F

omega_partial_ss_rm

omega^2_p (Partial Omega Squared) for Repeated Measures ANOVA from F

r_correl

r to Coefficient of Determination (R2^2) from F

r_effect

r-family effect size wrapper

v_chi_sq

V for Chi-Square

Measure of the Effect ('MOTE') is an effect size calculator, including a wide variety of effect sizes in the mean differences family (all versions of d) and the variance overlap family (eta, omega, epsilon, r). 'MOTE' provides non-central confidence intervals for each effect size, relevant test statistics, and output for reporting in APA Style (American Psychological Association, 2010, <ISBN:1433805618>) with 'LaTeX'. In research, an over-reliance on p-values may conceal the fact that a study is under-powered (Halsey, Curran-Everett, Vowler, & Drummond, 2015 <doi:10.1038/nmeth.3288>). A test may be statistically significant, yet practically inconsequential (Fritz, Scherndl, & Kühberger, 2012 <doi:10.1177/0959354312436870>). Although the American Psychological Association has long advocated for the inclusion of effect sizes (Wilkinson & American Psychological Association Task Force on Statistical Inference, 1999 <doi:10.1037/0003-066X.54.8.594>), the vast majority of peer-reviewed, published academic studies stop short of reporting effect sizes and confidence intervals (Cumming, 2013, <doi:10.1177/0956797613504966>). 'MOTE' simplifies the use and interpretation of effect sizes and confidence intervals.

  • Maintainer: Erin M. Buchanan
  • License: LGPL-3
  • Last published: 2025-12-15