Simultaneous estimation of several survey population parameters in complex surveys by Bayesian and classical methods.
Kajal DihidarPublished in: Model. Assist. Stat. Appl. (2015)
Keyphrases
- classical methods
- maximum likelihood estimation
- maximum likelihood
- parameter estimation
- markov random field prior
- data collection
- data sets
- parameter space
- bayesian estimation
- estimation process
- estimation algorithm
- prior distribution
- update equations
- complex systems
- high level
- survey data
- parameters estimation
- data driven
- parametric models
- estimation accuracy
- complex data
- parameter values
- learning algorithm
- sensitivity analysis
- parameter estimates
- maximum likelihood estimator
- key findings
- maximum a posteriori probability
- highly non linear