Simultaneous state and parameter estimation: the role of sensitivity analysis.
Jianbang LiuAristarchus GnanasekarYi ZhangSong BoJinfeng LiuJingtao HuTao ZouPublished in: CoRR (2020)
Keyphrases
- parameter estimation
- sensitivity analysis
- maximum likelihood
- least squares
- model selection
- random fields
- markov random field
- managerial insights
- variational inequalities
- parameter estimation algorithm
- em algorithm
- maximum likelihood estimation
- parameter values
- statistical models
- parameters estimation
- influence diagrams
- state space
- decision variables
- machine learning
- computer vision
- parameter estimates
- posterior distribution
- estimation problems
- pairwise
- dynamic model
- markov chain
- expectation maximization