Author

Roderick Little

results may include different authors with the same name

4 papers

Nonresponse Bias Analysis in Longitudinal Studies: A Comparative Review with an Application to the Early Childhood Longitudinal Study

Longitudinal studies are subject to nonresponse when individuals fail to provide data for entire waves or particular questions of the survey. We compare approaches to nonresponse bias analysis (NRBA) in longitudinal studies and illustrate…

Methodology · Statistics 2024-01-31 Yajuan Si , Roderick Little , Ya Mo , Nell Sedransk

Multiple Imputation with Massive Data: An Application to the Panel Study of Income Dynamics

\Multiple imputation (MI) is a popular and well-established method for handling missing data in multivariate data sets, but its practicality for use in massive and complex data sets has been questioned. One such data set is the Panel Study…

Methodology · Statistics 2021-08-18 Yajuan Si , Steve Heeringa , David Johnson , Roderick Little , Wenshuo Liu , Fabian Pfeffer , Trivellore Raghunathan

Rejoinder

Rejoinder of "Calibrated Bayes, for Statistics in General, and Missing Data in Particular" by R. Little [arXiv:1108.1917]

Methodology · Statistics 2011-08-18 Roderick Little

Calibrated Bayes, for Statistics in General, and Missing Data in Particular

It is argued that the Calibrated Bayesian (CB) approach to statistical inference capitalizes on the strength of Bayesian and frequentist approaches to statistical inference. In the CB approach, inferences under a particular model are…

Methodology · Statistics 2011-08-10 Roderick Little