Technical Analysis and Combined Signal Approach in Country-Specific ETF Markets

dc.contributor.authorPentikäinen, Atte-Ville
dc.contributor.facultyfi=Kauppatieteellinen tiedekunta|en=Faculty of Business Studies|
dc.contributor.organizationVaasan yliopisto
dc.date.accessioned2012-08-29
dc.date.accessioned2018-04-30T13:46:17Z
dc.date.accessioned2025-06-25T19:32:27Z
dc.date.available2012-08-30
dc.date.available2018-04-30T13:46:17Z
dc.date.issued2012
dc.description.abstractAccording to the efficient market hypothesis, no fundamental or technical analysis strategy, formula, or system can earn a risk-adjusted rate of return that beats the market defined by a benchmark index. The technical approach to investment, on the other hand, is essentially a reflection of the idea that the systematic errors investors make due to behavioural biases are believed to be affecting the market prices and causing market inefficiencies. By studying the market itself, as opposed to its components, technical analysis attempts to exploit these inefficiencies and predict the future market movements. The Combined Signal Approach rests on the notion that information related to future price movements is somewhat dispersed among many trading rules. The purpose of this thesis is to examine whether the ETF markets can be beaten with the use of combined signal strategies, and whether the combined signal strategies can produce more informative signals than single rule strategies. Even though the results are suggesting that the markets cannot be beaten by a statistically significant margin with the tested rule combinations, the results are suggesting that the Combined Signal Approach in technical analysis can be utilized in ETF markets. There may not be a single strategy that can constantly outperform the market defined by a benchmark, since the actual models of technical analysis seem to differ across markets and through time, but with more informative signals the return possibilities are apparent. Monte Carlo simulation was used to determine the statistical significance of the results.
dc.description.notificationfi=Opinnäytetyö kokotekstinä PDF-muodossa.|en=Thesis fulltext in PDF format.|sv=Lärdomsprov tillgängligt som fulltext i PDF-format|
dc.format.bitstreamtrue
dc.format.extent88
dc.identifier.olddbid4194
dc.identifier.oldhandle10024/4146
dc.identifier.urihttps://osuva.uwasa.fi/handle/11111/15097
dc.language.isoeng
dc.rightsCC BY-NC-ND 4.0
dc.rights.accesslevelrestrictedAccess
dc.rights.accessrightsfi=Kokoteksti luettavissa vain Tritonian asiakaskoneilla.|en=Full text can be read only on Tritonia's computers.|sv=Fulltext kan läsas enbart på Tritonias datorer.|
dc.source.identifierhttps://osuva.uwasa.fi/handle/10024/4146
dc.subjectTechnical analysis
dc.subjectexchange-traded funds
dc.subjectbehavioural finance
dc.subjectmarket efficiency
dc.subjectMonte Carlo simulation
dc.subjectdata mining
dc.subject.degreeprogrammefi=Master's Degree Programme in Finance|
dc.subject.studyfi=Laskentatoimi ja rahoitus|en=Accounting and Finance|
dc.titleTechnical Analysis and Combined Signal Approach in Country-Specific ETF Markets
dc.type.ontasotfi=Pro gradu - tutkielma |en=Master's thesis|sv=Pro gradu -avhandling|

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