A Fast and Efficient Estimation of the Parameters of a Model of Accident Frequencies via an MM Algorithm.
Issa Cherif GeraldoEdoh KatchekpeleTchilabalo Abozou KpanzouPublished in: J. Appl. Math. (2023)
Keyphrases
- parameter estimation
- expectation maximization
- estimation algorithm
- maximum likelihood estimation
- em algorithm
- cost function
- probabilistic model
- input data
- theoretical analysis
- parameter values
- mathematical model
- recognition algorithm
- maximum likelihood
- objective function
- levenberg marquardt
- parameter space
- computationally efficient
- parametric models
- estimation process
- dynamic programming
- detection algorithm
- gaussian mixture
- tree structure
- image statistics
- parameter settings
- parameters estimation
- closed form
- classification algorithm
- prior information
- bayesian framework
- maximum likelihood estimator
- optimal solution
- monte carlo simulation
- energy function
- optimization algorithm
- similarity measure
- k means
- control parameters
- probability distribution
- linear model
- kalman filter
- sensitivity analysis
- state variables
- np hard
- estimation error
- transfer function
- single pass
- density function
- search space
- genetic algorithm