Comparison of Maximum Likelihood with Conditional Pairwise Likelihood Estimation of Person Parameters in the Rasch Model.
Clemens DraxlerGerhard TutzKatharina ZinkCan GürerPublished in: Commun. Stat. Simul. Comput. (2016)
Keyphrases
- maximum likelihood
- parameter estimation
- maximum likelihood estimation
- em algorithm
- pairwise
- parameter estimates
- likelihood function
- parameter values
- high level
- expectation maximization
- high order
- measured data
- log likelihood
- parameter space
- computational model
- prior knowledge
- statistical model
- neural network
- mathematical model
- gaussian distribution
- linear model
- autoregressive
- input data
- higher order
- probability distribution
- probabilistic model
- estimation process
- mixture of gaussians
- maximum likelihood estimates
- parameters estimation