Bayesian inference for nonprobability samples with nonignorable missingness.
Zhan LiuXuesong ChenRuohan LiLanbao HouPublished in: Stat. Anal. Data Min. (2024)
Keyphrases
- bayesian inference
- prior information
- missing data
- probabilistic model
- bayesian model
- hyperparameters
- gibbs sampler
- missing values
- variational bayes
- variational inference
- hierarchical bayesian
- hidden variables
- data quality
- probabilistic modeling
- data sets
- statistical inference
- particle filter
- bayesian networks
- weighted model counting
- prior distribution
- text mining
- machine learning