Yajuan Si
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Yajuan Si
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Advancing high quality longitudinal data collection: Implications for the HEALthy Brain and Child Development (HBCD) Study design and recruitment
Fully Synthetic Data for Complex Surveys
Latent subgroup identification in image-on-scalar regression
Multilevel regression and poststratification interface: Application to track community-level COVID-19 viral transmission
Nonresponse Bias Analysis in Longitudinal Studies: A Comparative Review with an Application to the Early Childhood Longitudinal Study
On the Use of Auxiliary Variables in Multilevel Regression and Poststratification
Embedded Multilevel Regression and Poststratification: Model-based Inference with Incomplete Auxiliary Information
Multiple imputation with massive data: An application to the Panel Study of Income Dynamics
Population weighting in statistical analysis
A Case Study of Nonresponse Bias Analysis in Educational Assessment Surveys
An empirical evaluation of alternative approaches to adjusting for attrition when analyzing longitudinal survey data on young adults' substance use trajectories
Routine hospital-based SARS-CoV-2 testing outperforms state-based data in predicting clinical burden
Bayesian hierarchical weighting adjustment and survey inference
Bayesian Profiling Multiple Imputation for Missing Electronic Health Records
Bayes-raking: Bayesian Finite Population Inference with Known Margins
Bayesian inference under cluster sampling with probability proportional to size
Bayesian Latent Pattern Mixture Models for Handling Attrition in Panel Studies With Refreshment Samples
Graphical visualization of polling results
Bayesian Nonparametric Weighted Sampling Inference
Poverty Tracker---Monitoring Poverty and Well-Being in NYC
Semi-parametric selection models for potentially non-ignorable attrition in panel study with refreshment sample
Statistical graphics for survey weights
Survey Weighting for Fragile Families and Child Wellbeing Study: Wave 5 Core Survey, Wave 3--5 Child Survey and Wave 3--5 Primary Caregiver Survey
Survey Weighting for New York Longitudinal Survey on Poverty Measure
Handling attrition in longitudinal studies: The case for refreshment samples
Multiple imputation for incomplete categorical variables in large scale educational surveys
Nonparametric Bayesian methods for multiple imputation of large scale incomplete categorical data in panel studies
A comparison of posterior simulation and inference by combining rules for multiple imputation
A new three stage multiple imputation approach to protect confidentiality of incomplete census microdata
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