Worcester Polytechnic Institute Electronic Theses and Dissertations Collection

Title page for ETD etd-042512-161546


Document Typemasters report
Author NameZhuang, Ziyi
URNetd-042512-161546
TitleThe Portfolio Optimization Project
DegreeMS
DepartmentMathematical Sciences
Advisors
  • Blais, Marcel, Advisor
  • Vernescu, Bogdan, Department Head
  • Keywords
  • optimal portfolio
  • factor model
  • CAPM
  • Date of Presentation/Defense2012-04-28
    Availability restricted

    Abstract

    This project has three parts. The first part is to use the efficient frontier and find the tangency portfolio to form our optimal portfolio. We built our portfolio using the Interactive Brokers software and rebalanced every week for 4 holding periods to see the relationship between our projected returns and actual market returns. In the second part we considered the Capital Asset Pricing Model (CAPM) and ran linear regressions on the stocks we chose in the first part of the project. This process is based on our idea of finding the systematic risk in each stock to improve our stock choosing ability. In the last part we introduce the concept of factor models and add more factors into our original CAPM model. Via a back-testing method, we test the reasonability of our factors and give advice to further improve our portfolio optimization project.

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  • (WPI)zhuang.pdf

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