Monotonous Parameter Estimation of One Class of Nonlinearly Parameterized Regressions without Overparameterization.
Anton I. GlushchenkoKonstantin A. LastochkinPublished in: CoRR (2022)
Keyphrases
- parameter estimation
- least squares
- maximum likelihood
- em algorithm
- model selection
- markov random field
- linear model
- statistical models
- approximate inference
- expectation maximization
- parameter estimation algorithm
- random fields
- parameter values
- posterior distribution
- maximum likelihood estimation
- structure learning
- model fitting
- closed form
- higher order
- gibbs sampling
- parameter estimates
- maximum likelihood estimates
- position estimation
- parameters estimation
- data mining