Evolutionary algorithms applied to likelihood function maximization during poisson, logistic, and Cox proportional hazards regression analysis.
Leif E. PetersonPublished in: IEEE Congress on Evolutionary Computation (2014)
Keyphrases
- regression analysis
- evolutionary algorithm
- likelihood function
- regression model
- explanatory variables
- maximum likelihood
- linear regression model
- objective function
- em algorithm
- linear regression models
- closed form
- dynamic programming
- machine learning
- probabilistic model
- posterior probability
- similarity measure
- image processing
- data mining