1 citations · 1 across the 3 of their papers we have counts for
3 papers
stat.ME2022★ 1 cited
A comparison of strategies for selecting auxiliary variables for multiple imputation
Rheanna M. Mainzer, Cattram D. Nguyen, John B. Carlin +3
Multiple imputation (MI) is a popular method for handling missing data. Auxiliary variables can be added to the imputation model(s) to improve MI estimates. However, the choice of…
stat.ME2017
Confidence Intervals that Utilize Uncertain Prior Information about Exogeneity in Panel Data
Paul Kabaila, Rheanna Mainzer
Consider panel data modelled by a linear random intercept model that includes a time-varying covariate. Suppose that we have uncertain prior information that this covariate is exog…
stat.ME2015
The impact of a Hausman pretest on the coverage probability and expected length of confidence intervals
Paul Kabaila, Rheanna Mainzer, Davide Farchione
In the analysis of clustered and longitudinal data, which includes a covariate that varies both between and within clusters (e.g. time-varying covariate in longitudinal data), a Ha…