NotesFAQContact Us
Collection
Advanced
Search Tips
Publication Date
In 20260
Since 20250
Since 2022 (last 5 years)1
Since 2017 (last 10 years)1
Since 2007 (last 20 years)1
Descriptor
Accuracy1
Bayesian Statistics1
Computation1
Data Analysis1
Evaluation Methods1
Hierarchical Linear Modeling1
Multivariate Analysis1
Physician Patient Relationship1
Research Problems1
Sample Size1
Simulation1
Statistical Bias1
Statistical Distributions1
More ▼
Source
Grantee Submission1
Author
Dongho Shin1
Publication Type
Dissertations/Theses -…1
Education Level
Audience
Location
Laws, Policies, & Programs
Assessments and Surveys
What Works Clearinghouse Rating
Showing one result Save | Export
Bayesian Estimation of Hierarchical Linear Models from Incomplete Data: Cluster-Level Non-Linear Effects and Small Sample Sizes
Peer reviewed Peer reviewed
Dongho Shin – Grantee Submission, 2024
We consider Bayesian estimation of a hierarchical linear model (HLM) from small sample sizes. The continuous response Y and covariates C are partially observed and assumed missing at random. With C having linear effects, the HLM may be efficiently estimated by available methods. When C includes cluster-level covariates having interactive or other…
Descriptors: Bayesian Statistics, Computation, Hierarchical Linear Modeling, Data Analysis