Statistics as Pottery: Bayesian Data Analysis using Probabilistic Programs.
Michael Henry TesslerNoah D. GoodmanPublished in: CogSci (2018)
Keyphrases
- data analysis
- bayesian networks
- posterior probability
- prior probabilities
- digital images
- data mining
- decision theory
- data driven
- data processing
- generative model
- bayesian estimation
- probabilistic model
- probabilistic logic
- bayesian analysis
- posterior distribution
- bayesian learning
- statistical modeling
- learning algorithm
- probabilistic reasoning
- data visualization
- probability theory
- programming environment
- statistical inference
- uncertain data
- conditional probabilities
- rough set theory
- maximum likelihood
- generalized em algorithm