A Two-Step Estimation Method for a Time-Varying INAR Model.
Yuxin PangDehui WangMark GohPublished in: Axioms (2024)
Keyphrases
- statistical model
- theoretical analysis
- parameter estimation
- mathematical model
- sensitivity analysis
- probabilistic model
- estimation process
- evaluation method
- monte carlo simulation
- cost function
- study proposes
- estimation algorithm
- prior information
- closed form
- high order
- markov model
- objective function
- linear model
- network model
- similarity measure
- maximum likelihood estimation
- em algorithm
- classification method
- high accuracy
- parametric models
- optimization method
- hybrid model
- modeling method
- prior knowledge
- reconstruction method
- input data
- classification algorithm
- detection method
- maximum likelihood criterion
- analytical model
- model fitting
- prediction model
- test data
- energy function
- significant improvement
- autoregressive
- bp neural network
- kalman filter
- tree structure
- map estimation
- preprocessing
- image sequences
- iterative process
- decision trees
- feature selection