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A Data Envelopment Analysis Approach To Portfolio Selection: An Application To The Blue Chip Stocks In The Philippine Stock Exchange (2010-2019), Vishal Bhagia, Colleen Monica K. Chiu, Paulynne J. Castillo, Roberto B. Raymundo, Joel Q. Tanchuco
A Data Envelopment Analysis Approach To Portfolio Selection: An Application To The Blue Chip Stocks In The Philippine Stock Exchange (2010-2019), Vishal Bhagia, Colleen Monica K. Chiu, Paulynne J. Castillo, Roberto B. Raymundo, Joel Q. Tanchuco
Angelo King Institute for Economic and Business Studies (AKI)
There has been a growing interest in the application of data envelopment analysis (DEA) as a nonparametric approach in portfolio optimization due to its flexibility in overcoming the limitations of the conventional mean-variance portfolio (MVP) model. Therefore, this study aims to validate the allocative efficiency of the DEA cross-efficiency model using blue chip stocks in the Philippine Stock Exchange from 2010 to 2019. This study finds that the proposed model is able to distinguish a unique set of best-performing stocks across each holding period and outperforms the MVP more consistently. The results of this study suggest that the proposed DEA …