Double-Parallel Monte Carlo for Bayesian analysis of big data.
Jingnan XueFaming LiangPublished in: Stat. Comput. (2019)
Keyphrases
- monte carlo
- big data
- bayesian analysis
- cloud computing
- markov chain
- computationally feasible
- data analysis
- data management
- importance sampling
- data processing
- matrix inversion
- social media
- business intelligence
- monte carlo simulation
- knowledge discovery
- big data analytics
- markovian decision
- data science
- monte carlo tree search
- parallel processing
- point processes
- massive datasets
- parallel computing
- vast amounts of data
- business analytics
- adaptive sampling
- data warehousing
- monte carlo methods
- least squares
- massively parallel
- search algorithm
- particle filter
- information processing
- temporal difference
- reinforcement learning
- quasi monte carlo
- genetic algorithm