Taking the Guess Work Out of the Initial Guess: A Solution Interval Method for Least-Squares Parameter Estimation in Nonlinear Models.
Guanglu ZhangDouglas L. AllaireJonathan CaganPublished in: J. Comput. Inf. Sci. Eng. (2021)
Keyphrases
- parameter estimation
- least squares
- levenberg marquardt
- initial guess
- linear model
- model selection
- em algorithm
- maximum likelihood
- linear regression
- markov random field
- expectation maximization
- statistical models
- parameter estimation algorithm
- objective function
- closed form
- cross validation
- higher order
- k means
- parameter estimates
- decision making