Statistical Power and Sample Size Calculation Tools


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Documentation for package ‘pwrss’ version 0.3.1

Help Pages

plot.pwrss Type I and Type II Error Plot
power.chisq.test Statistical Power for the Generic Chi-square Test
power.f.test Statistical Power for the Generic F Test
power.t.test Statistical Power for the Generic t Test
power.z.test Statistical Power for the Generic z Test
pwrss.chisq.gofit Goodness-of-Fit or Independence (Chi-square Test)
pwrss.f.ancova Analysis of (Co)Variance (F test)
pwrss.f.anova Analysis of (Co)Variance (F test)
pwrss.f.reg Linear Regression: R-squared or R-squared Difference (F Test)
pwrss.f.regression Linear Regression: R-squared or R-squared Difference (F Test)
pwrss.f.rmanova Repeated Measures Analysis of Variance (F test)
pwrss.np.2groups Difference between Two Groups (Non-parametric Tests for Independent and Paired Samples)
pwrss.np.2means Difference between Two Groups (Non-parametric Tests for Independent and Paired Samples)
pwrss.t.2means Difference between Two Means (t or z Test for Independent or Paired Samples)
pwrss.t.mean One Mean against a Constant (z or t Test)
pwrss.t.reg Linear Regression: Single Coefficient (t or z Test)
pwrss.t.regression Linear Regression: Single Coefficient (t or z Test)
pwrss.z.2corrs Difference between Two Correlations (Independent Samples z Test)
pwrss.z.2cors Difference between Two Correlations (Independent Samples z Test)
pwrss.z.2means Difference between Two Means (t or z Test for Independent or Paired Samples)
pwrss.z.2props Difference between Two Proportions (z Test)
pwrss.z.cor One Correlation against a Constant (One Sample z Test)
pwrss.z.corr One Correlation against a Constant (One Sample z Test)
pwrss.z.logistic Logistic Regression: Single Coefficient (Large Sample Approx. Wald's z Test)
pwrss.z.logreg Logistic Regression: Single Coefficient (Large Sample Approx. Wald's z Test)
pwrss.z.mean One Mean against a Constant (z or t Test)
pwrss.z.med Indirect Effect in Mediation Analysis (z, Joint, and Monte Carlo Tests)
pwrss.z.mediation Indirect Effect in Mediation Analysis (z, Joint, and Monte Carlo Tests)
pwrss.z.poisreg Poisson Regression: Single Coefficient (Large Sample Approx. Wald's z Test)
pwrss.z.poisson Poisson Regression: Single Coefficient (Large Sample Approx. Wald's z Test)
pwrss.z.prop One Proportion against a Constant (z Test)
pwrss.z.reg Linear Regression: Single Coefficient (t or z Test)
pwrss.z.regression Linear Regression: Single Coefficient (t or z Test)