Consistently Estimating Markov Chains with Noisy Aggregate Data.
Garrett BernsteinDaniel SheldonPublished in: CoRR (2016)
Keyphrases
- markov chain
- aggregate data
- steady state
- finite state
- transition probabilities
- markov model
- random walk
- markov process
- stationary distribution
- markov processes
- probabilistic automata
- state space
- stochastic process
- range queries
- relational model
- transition matrix
- database
- statistical databases
- pattern matching
- data mining