Style migration: evidence from the European equity markets

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dc.contributor Aalto University en
dc.contributor Aalto-yliopisto fi
dc.contributor.author Mikkonen, Jussi
dc.date.accessioned 2013-01-16T02:30:16Z
dc.date.available 2013-01-16T02:30:16Z
dc.date.issued 2012
dc.identifier.uri https://aaltodoc.aalto.fi/handle/123456789/7513
dc.description.abstract PURPOSE OF THE STUDY This paper examines how migration contributes to value and size premiums in stock returns. Migration is defined as stocks moving from one valuation or size category to another. Specifically, this thesis is the first to replicate the methodology of Fama and French (2007a) using European data. Fama and French (2007a) find that migrating stocks form most of the size and value premiums in the US. Therefore, European data gives the opportunity to provide an out-of-sample test for the Fama and French (2007a) study. The secondary objective of this study is to predict migration using the contextual fundamental analysis method of Piotroski (2000). As Piotroski (2000) is able to show that investors can enhance value investing strategies, it is interesting to test whether the same phenomenon drives migration. DATA The sample used in this study consists of companies from over 23 countries in Europe between 1980 and 2011. The total amount of firm-year observations is 52,154. Accounting data is acquired from the Worldscope database using Thomson One Banker and market data from Datastream. To be able to fully replicate the Fama and French (2007) method supplemental data for buyouts (35,255 observations during 1980-2011) from SDC Platinum is acquired. RESULTS The results of this thesis indicate a significant value effect in Europe during 1980-2011. Further, migration has a significant contribution to the value effect. Additionally, size effect is positive in 1980-1988 but seems to disappear after 1988, which is in line with previous research (van Dijk 2011). In accordance to Chen and Zhao (2009), the size effect appears to be positive if small growth stocks are omitted from the portfolios. Migration also has a major role in the formation of the size effect. The fundamental analysis method of Piotroski (2000) is able to enhance portfolio returns, although the benefits are mainly concentrated on small firms. However, the results concerning the method's ability to predict migrating stocks are mixed. Firms in a very good financial condition have a higher probability to migrate favourably than firms in a poor financial condition. en
dc.format.extent 72
dc.format.mimetype application/pdf en
dc.language.iso en en
dc.title Style migration: evidence from the European equity markets en
dc.type G2 Pro gradu, diplomityö fi
dc.contributor.school Kauppakorkeakoulu fi
dc.contributor.school School of Business en
dc.contributor.department Department of Finance en
dc.contributor.department Rahoituksen laitos fi
dc.subject.keyword company valuation
dc.subject.keyword yrityksen arvo
dc.subject.keyword financial ratios
dc.subject.keyword tunnusluvut
dc.subject.keyword stock markets
dc.subject.keyword osakemarkkinat
dc.identifier.urn URN:NBN:fi:aalto-201301201179
dc.type.dcmitype text en
dc.programme.major Finance en
dc.programme.major Rahoitus fi
dc.type.ontasot Master's thesis en
dc.type.ontasot Pro gradu tutkielma fi
dc.subject.helecon rahoitus
dc.subject.helecon financing
dc.subject.helecon sijoitukset
dc.subject.helecon investments
dc.subject.helecon pääoma
dc.subject.helecon capital
dc.subject.helecon rahoitusmarkkinat
dc.subject.helecon financial markets
dc.subject.helecon Eurooppa
dc.subject.helecon Europe
dc.ethesisid 13094
dc.date.dateaccepted 2013-01-11
dc.location P1 I


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