Fama and French three-factor Model (Fama and French 1996) or the Carhart four-factor model (1997), these models are known to have a much higher R2 (Kothari and Warner, 2001). This was not done in this paper due to lack of data and time restrictions. In addition, there is likely to be some survivorship