Superiority of Bayes estimators over the MLE in high dimensional multinomial models and its implication for nonparametric Bayes theory.
Rabi BhattacharyaRachel OliverPublished in: Comput. Stat. Data Anal. (2020)
Keyphrases
- high dimensional
- decision trees
- statistical models
- maximum likelihood
- mathematical models
- parametric models
- probabilistic model
- kernel density estimator
- dimensionality reduction
- computational model
- complex systems
- computational models
- naive bayes
- maximum likelihood estimator
- theoretical models
- discrete data
- text categorization
- support vector machine
- data points
- feature space
- support vector