Efficient penalized estimating method in the partially varying-coefficient single-index model.
Zhensheng HuangBingqing LinFan FengZhen PangPublished in: J. Multivar. Anal. (2013)
Keyphrases
- mathematical model
- statistical model
- theoretical analysis
- probabilistic model
- similarity measure
- objective function
- modeling method
- cost function
- regression analysis
- evaluation model
- high order
- closed form
- computational model
- parameter estimation
- evaluation method
- hybrid method
- study proposes
- optimization method
- markov model
- indexing method
- classification algorithm
- preprocessing
- prior knowledge
- neural network
- sensitivity analysis
- estimation process
- network model
- hybrid model
- autoregressive
- pairwise
- input data
- optimization model
- significant improvement
- method assumes
- least squares
- em algorithm
- computationally efficient
- prediction model
- detection method