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10/18/2022
Fast same-step forecast in SUTSE model and its theoretical properties
We consider the problem of forecasting multivariate time series by a See...
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07/05/2021
Hierarchical clustered multiclass discriminant analysis via cross-validation
Linear discriminant analysis (LDA) is a well-known method for multiclass...
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03/17/2021
Sparse multivariate regression with missing values and its application to the prediction of material properties
In the field of materials science and engineering, statistical analysis ...
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06/01/2020
Interpretable modeling for short- and medium-term electricity load forecasting
We consider the problem of short- and medium-term electricity load forec...
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07/11/2018
Robust relative error estimation
Relative error estimation has been recently used in regression analysis....
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05/26/2012
Sparse estimation via nonconcave penalized likelihood in a factor analysis model
We consider the problem of sparse estimation in a factor analysis model....
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10/19/2011
Readouts for Echo-state Networks Built using Locally Regularized Orthogonal Forward Regression
Echo state network (ESN) is viewed as a temporal non-orthogonal expansio...
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09/12/2011