Comparison of semiparametric maximum likelihood estimation and two-stage semiparametric estimation in copula models.
Jerald F. LawlessYildiz E. YilmazPublished in: Comput. Stat. Data Anal. (2011)
Keyphrases
- semi parametric
- maximum likelihood estimation
- parametric models
- statistical inference
- linear model
- density estimation
- parameter estimation
- least squares
- regression model
- maximum likelihood
- probabilistic model
- constrained optimization
- model selection
- em algorithm
- statistical models
- data mining
- machine learning
- density function
- neural network
- expectation maximization
- bayesian inference
- flow field
- graphical models
- gaussian mixture model
- image segmentation
- regression problems
- mixture model