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...

Cur síos iomlán

Sonraí bibleagrafaíochta
Príomhchruthaitheoir: Macapinlac, Michelle M.
Formáid: Tráchtas
Teanga:English
Foilsithe / Cruthaithe: Quezon City University of the Philippines 2016.