LATEST PUBLICATIONS
PN 2022-02
How Can DSWD's Social Pension Program for Indigent Senior Citizens be Improved?
RPS 2022-01
How Does the Philippines Fare in Meeting the ASEAN Economic Community Vision 2025?
PJD 2022 Vol. 46 No. 1d
Surveying the Extent and Wage Consequences of Education-Job Mismatches in the Philippine Labor Market
PJD 2022 Vol. 46 No. 1c
Disentangling the Effects of Maternal Employment on Child Stunting in the Philippines

LATEST AV MATERIALS
PIDS WB 2021-1201
Analyzing the President's Budget for 2022
GIZ-FFS-2020-01
WASHaLOT 3.0: Production Process
GIZ-FFS-2021-03
WASHaLOT 3.0 Mass Production
GIZ-FFS-2021-02
Minimum Requirement Guidelines on WASH in Schools
Publication Detail
DLSU-AKI Policy Brief, Volume VII, No. 14: Portfolio Selection Using Data Envelopment Analysis

There has been a growing interest in applying data envelopment analysis (DEA) as a non-parametric approach in portfolio optimization due to its flexibility in overcoming the limitations of the conventional mean-variance portfolio (MVP) model. Therefore, this study highlights the use of DEA as a portfolio selection tool that may encourage individuals to invest in the Philippine stock market for its ability to integrate any technical and fundamental factors. This study shows that the DEA model outperforms the MVP model in terms of risk-adjusted returns. However, the investor may need to change the model used to generate the highest returns because the investor may either hold a short-term or long-term investment. This study recommends that the investor does the following: (a) formulate short-term portfolios using the DEA model as it outperforms the MVP in the short-run and can provide for a versatile set of inputs and outputs that determine the optimal portfolio, and (b) formulate long-term portfolios using the MVP model as returns are mean-reverting in the long-run.

DLSU - Angelo King Institute for Economic and Business Studies
Authors Keywords
Bhagia, Vishal; Chiu, Colleen Monica, K.; Castillo, Paulynne, J.; Raymundo, Roberto, B.; Tanchuco, Joel Q. ; Data Envelopment Analysis; Portfolio Optimization; DEA; Mean-Variance Portfolio; mean variance portfolio; MVP; Cross-Efficiency;
Download PDF Number of Downloads
Published in 2021 and available in the De La Salle University - Angelo King Institute for Economic and Business Studies, Room 223, St. La Salle Hall Bldg., 2401 Taft Avenue, Manila or Downloaded 0 times since November 02, 2021
×
Please let us know your reason for downloading this publication. May we also ask you to provide additional information that will help us serve you better? Rest assured that your answers will not be shared with any outside parties. It will take you only two minutes to complete the survey. You will answer the profile questions only once as long as you enter the same email address. Thank you.


To use as reference:
If others, (Please specify):
Name: (optional)
Email: (required, but will not display; please use the same email address when downloading another publication so that the profile questions will not appear)
Age:
Gender:
If Prefer to self-describe, please specify:
Level of Education:
Occupation:
If employed either part-time or full-time, name of office:
If others, (Please specify):
Would you like to receive the SERP-P UPDATES e-newsletter? Yes No
Use the space below if you have any comment about this publication or SERP-P knowledge resources in general.