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Carhart (1997) extends the Fama French three factor model to a four factor model. That is, there are four factors in the markets, which are

Carhart (1997) extends the Fama French three factor model to a four factor model. That is, there are four factors in the markets, which are MKT, SMB, HML and UMD. The risk free rate is RF. You are given returns data for a stock, AAPL, from March 2002 to Feburary 2007, with a monthly frequency.

1) Please calculate the betas (exposures) of AAPL corresponding to these four factors. 2) How is the performance of the fourth factor UMD in explaining returns of AAPL.

The data below have already been converted to monthly percentage.
Date AAPL MKT SMB HML UMD RF MKT-RF APPL-RF
200203 9.124424 4.47 4.35 1.09 -1.7 0.13 4.34 8.994424
200204 2.533784 -4.96 5.78 4.23 7.92 0.15 -5.11 2.383784
200205 -4.03624 -1.05 -3.69 2.37 3.05 0.14 -1.19 -4.17624
200206 -23.9485 -7.02 3.5 1.55 6.17 0.13 -7.15 -24.0785
200207 -13.8826 -8.11 -5.11 -3.7 3.41 0.15 -8.26 -14.0326

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