Multi-way PLS regression: Monotony convergence of tri-linear PLS2 and optimality of parameters.
Mohamed HanafiSamia Samar OuertaniJulien BoccardGérard MazerollesSerge RudazPublished in: Comput. Stat. Data Anal. (2015)
Keyphrases
- partial least squares
- nonlinear regression
- regression method
- principal component regression
- discriminant analysis
- dimension reduction
- multiple regression
- partial least squares regression
- factor analysis
- partial least square regression
- regression methods
- transfer function
- spatial filters
- regression model
- asymptotic optimality
- highly non linear
- regression function
- linear regression model
- nonlinear functions
- linear regression
- nonlinear models
- parameter estimation
- least squares
- closed form solutions
- ls svm
- linear model
- convergence speed
- latent variables
- initial conditions
- regression problems
- parameter values
- expectation maximization
- feature extraction