A method for bias-reduction of sample-based MLE of the autologistic model.
Steen MagnussenRob ReevesPublished in: Comput. Stat. Data Anal. (2008)
Keyphrases
- mathematical model
- cost function
- statistical model
- test data
- probabilistic model
- evaluation method
- linear model
- similarity measure
- prior knowledge
- hybrid method
- study proposes
- reduction method
- prediction model
- significant improvement
- analytical model
- theoretical analysis
- high accuracy
- markov model
- classification method
- preprocessing
- linear models
- bp neural network
- gaussian distribution
- objective function
- prior information
- statistical methods
- optimization method
- autoregressive
- regression analysis
- modeling method
- dynamic programming
- energy function
- detection method
- parameter estimation
- network model
- kalman filter
- genetic algorithm
- bayesian framework
- sensitivity analysis
- pairwise
- neural network
- recognition algorithm
- clustering method
- segmentation algorithm
- support vector machine svm
- segmentation method
- computational complexity
- reconstruction method
- optimization model
- high order
- closed form
- parameter space
- linear regression