Comparative Analysis of the Existence and Uniqueness Conditions of Parameter Estimation in Paired Comparison Models.
László GyarmatiÉva Orbán-MihálykóCsaba MihálykóPublished in: Axioms (2023)
Keyphrases
- parameter estimation
- comparative analysis
- statistical models
- semi quantitative
- model selection
- least squares
- random fields
- maximum likelihood
- markov random field
- em algorithm
- posterior distribution
- parameters estimation
- model fitting
- parameter estimation algorithm
- approximate inference
- expectation maximization
- parameter values
- sufficient conditions
- markov chain monte carlo
- higher order
- probabilistic model
- parameter estimates
- feature selection
- gibbs sampling
- non stationary
- maximum likelihood estimation
- hidden markov models
- estimation problems
- pairwise
- similarity measure