Bm |
Calculate between-imputation variance of the response mean \frac{sum (\hat{Q}_l-\bar{Q})}{m-1} |
dof |
Calculate degrees of freedom used in calculating confidence intervals of t-distributed proportion point estimate \bar{Q}_m |
mi_wald |
Calculates the specified Wald CI of a binomial proportion variable, given imputed data sets. |
mi_wald_phat |
Calculates the MI-Wald interval if given a vector of observed binomial proportions (one for each imputed data frame) |
mi_wilson |
Calculates the specified Wilson CI of a binomial proportion variable, given imputed data sets. |
mi_wilson_phat |
Calculates the MI-Wilson interval if given a vector of observed binomial proportions (one for each imputed data frame) |
Qbar |
Calculate Qbar (average response over MICE datasets) |
Qhats |
Calculate Qhats (means of response for each imputed dataset) |
Rm |
Helper function for getting rm, a key component for calculating degrees of freedom and the wilson CI directly |
Tm |
Estimate variance of proportion point estimate \bar{Q}_m |
Ubar |
Calculate Ubar (average response variance over MICE datasets) |
Uhats |
Calculate Uhats (variance for each imputed dataset) |