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A Survey of Multi-Factor Models



SHARPE'S SINGLE FACTOR MODEL: This model is created in an attempt to decompose the returns on a specific asset between alpha, the residual return, and the return correlated with the general excess return from the market. Our experiment begins by creating the single factor model for a variety of etf stocks and the s&p500.

Stocks:

XLB (Materials) XLE (Energy) XLF (Financials) XLI (Industrials) XLK (Technology) XLP (Consumer Staples) XLU (Utilities) XLV (Health Care) XLY (Consumer Discretionary)

Time Frame:

January 1, 2000 January 1, 2015

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  • Python 97.1%
  • R 2.9%