Εφαρμογή και έλεγχος ισχύος υποδειγμάτων αποτίμησης περιουσιακών στοιχείων στο διεθνές περιβάλλον
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Keywords
Υπόδειγμα αποτίμησης κεφαλαιακών στοιχείων ; Παράγοντες κινδύνου ; Γραμμική παλινδρόμηση ; Μετοχές ; Αποδόσεις μετοχών ; Μαθηματικά μοντέλα ; Capital assets pricing model ; Risk factors ; Linear regression ; Stock market ; Stock returns ; Mathematical modelsAbstract
The traditional Capital Asset Pricing Model (CAPM), where the only explanatory variable
is the market factor, has received much criticism because of its failure in several
empirical tests. That led Fama and French to the formulation of the three-factor, and,
more recently, the five-factor model. Both these models are, in essence, extensions of
the traditional CAPM. Specifically, the five-factor model includes, apart from the market
factor, four additional risk factors that are related to size, book-to-market equity,
operating profitability, and investment, respectively. These four factors are called
“anomaly” variables, since, theoretically, they should not be able to explain average stock
returns.
This thesis includes some empirical tests for the Fama & French five-factor model. A
sample of stocks from three major United States stock exchanges (NYSE, AMEX,
NASDAQ) is used, for two recent successive seven-year periods, one before and one
during the current economic recession (07/2001 – 06/2008 and 07/2008 – 06/2015). The
goal is to identify any differences between these two periods, in regard to the general
characteristics of the US stock market, as well as to the performance of the model. The
methodology that is used is the same as the one in Fama & French (2015), and is based
on time-series (first pass) regressions and mimicking portfolios that are proxies for the
four additional risk factors. The results show that, during the second, more recent, sevenyear
period, the market tends to become more efficient, since the effect of the anomaly
variables is mitigated. Apart from that, during the same period, the investors’ risk
aversion has increased. However, the model performs equally well for both sub-periods.
Moreover, based on the Fama & French findings that the value factor becomes
redundant when the profitability and investment factors are added in the five-factor
model, besides the complete five-factor model, another four-factor model is tested, which
is derived from the complete model when the value factor is omitted. These additional
tests are conducted to check whether the Fama & French findings are confirmed for the
two sub-periods that are used in this thesis. The results, despite of being a bit vague,
partially support the retention of the value factor in the model, especially during the more
recent second period.