Estimation procedure for a high dimensional dynamic autoregressive model .

Abstract (We propose a dynamic model with high dimensional training set and high dimensional exogenous predictors. To address the dynamic behavior of the model and high dimensionally, an estimation procedure is developed through a hybrid of sparse principal components and nonparametric regression. S...

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Xehetasun bibliografikoak
Egile nagusia: Macapinlac, Michelle M.
Formatua: Thesis
Hizkuntza:English
Argitaratua: Quezon City University of the Philippines 2016.