79 citations · 109 across the 10 of their papers we have counts for
10 papers
Nonresponse Bias Analysis in Longitudinal Studies: A Comparative Review with an Application to the Early Childhood Longitudinal Study
Yajuan Si, Roderick Little, Ya Mo +1
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 b…
Accounting for survey design in Bayesian disaggregation of survey-based areal estimates of proportions: an application to the American Community Survey
Marco H. Benedetti, Veronica J. Berrocal, Roderick J. Little
Understanding the effects of social determinants of health on health outcomes requires data on characteristics of the neighborhoods in which subjects live. However, estimates of th…
A Case Study of Nonresponse Bias Analysis In Educational Assessment Surveys
Yajuan Si, Roderick J. A. Little, Ya Mo +1
Nonresponse bias is a widely prevalent problem for data on education. We develop a ten-step exemplar to guide nonresponse bias analysis (NRBA) in cross-sectional studies and apply…
Multiple Imputation with Massive Data: An Application to the Panel Study of Income Dynamics
Yajuan Si, Steve Heeringa, David Johnson +4
\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 set…
Framework for the Treatment And Reporting of Missing data in Observational Studies: The TARMOS framework
Katherine J Lee, Kate Tilling, Rosie P Cornish +5
Missing data are ubiquitous in medical research. Although there is increasing guidance on how to handle missing data, practice is changing slowly and misapprehensions abound, parti…
Assessing Selection Bias in Regression Coefficients Estimated from Non-Probability Samples, with Applications to Genetics and Demographic Surveys
Brady T. West, Roderick J. A. Little, Rebecca R. Andridge +4
Selection bias is a serious potential problem for inference about relationships of scientific interest based on samples without well-defined probability sampling mechanisms. Motiva…