A Bootstrap Metropolis-Hastings Algorithm for Bayesian Analysis of Big Data.
Faming LiangJinsu KimQifan SongPublished in: Technometrics (2016)
Keyphrases
- big data
- bayesian analysis
- metropolis hastings algorithm
- parameter estimation
- computationally feasible
- cloud computing
- social media
- big data analytics
- gene regulatory networks
- cross validation
- data management
- data processing
- data analysis
- business intelligence
- data warehousing
- markov chain monte carlo
- knowledge discovery
- expectation maximization
- em algorithm
- maximum likelihood
- massive datasets
- data science
- data integration
- reverse engineering
- dynamic programming
- data sets