Factors Affecting the Number of Trades in ETPs on Nordic Derivatives Exchange
This thesis examines which factors that affect the number of trades in exchange-traded products (ETPs) on Nordic Derivatives Exchange. Multiple linear regression is used to model the relationship between the number of trades and 65 initially chosen predictor variables. The predictor variables includ...
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ndltd-UPSALLA1-oai-DiVA.org-kth-2756912020-09-10T17:26:30ZFactors Affecting the Number of Trades in ETPs on Nordic Derivatives ExchangeengFaktorer som påverkar antalet avslut i ETP:er på Nordic Derivatives ExchangeCarlsson, SimonAllgårdh, ErikKTH, Matematisk statistikKTH, Matematisk statistik2020Regression analysistrading volumenumber of tradesapplied mathematicsexchange-traded productsbachelor thesisNDXRegressionsanalyshandelsvolymantal avsluttillämpad matematikbörshandlade produkterkandidatexamensarbeteNDXProbability Theory and StatisticsSannolikhetsteori och statistikThis thesis examines which factors that affect the number of trades in exchange-traded products (ETPs) on Nordic Derivatives Exchange. Multiple linear regression is used to model the relationship between the number of trades and 65 initially chosen predictor variables. The predictor variables include various indices, commodities, stocks, and volatility measures. Two models are presented, one of which includes a lagged dependent variable. These models explain 89% and 92% of the variance within the data. Foremost, the results confirm previous research advocating the volatility to play a significant role on the number of trades, but now also shown for ETPs. Currency exchange rates, equity indices and palladium are also shown to be statistically significant. In addition, interpretations of the results are given and suggestions for further research. Den här uppsatsen undersöker vilka faktorer som påverkar antalet avslut i börshandlade produkter (ETP:er) på Nordic Derivatives Exchange. Multipel linjär regression används för att undersöka relationen mellan antalet avslut och 65 på förhand valda regressionsvariabler som vi anser intressanta att undersöka. Dessa regressionsvariabler består av bland annat olika index, råvaror, aktier samt volatilitetsmått. Två modeller presenteras, varav en inkluderar en laggad beroende variabel. Dessa två modeller förklarar 89 % respektive 92% av variationen i datan. Resultatet visar att volatiliteten har en signifikant påverkan med avseende på antal avslut vilket bekräftar tidigare forskning, men visas nu gälla även för ETPer. Valutakurser, aktieindex och palladium visas vara signifikanta. Vidare ges tolkning av resultatet och förslag på framtida forskning. Student thesisinfo:eu-repo/semantics/bachelorThesistexthttp://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-275691TRITA-SCI-GRU ; 2020:120application/pdfinfo:eu-repo/semantics/openAccess |
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English |
format |
Others
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Regression analysis trading volume number of trades applied mathematics exchange-traded products bachelor thesis NDX Regressionsanalys handelsvolym antal avslut tillämpad matematik börshandlade produkter kandidatexamensarbete NDX Probability Theory and Statistics Sannolikhetsteori och statistik |
spellingShingle |
Regression analysis trading volume number of trades applied mathematics exchange-traded products bachelor thesis NDX Regressionsanalys handelsvolym antal avslut tillämpad matematik börshandlade produkter kandidatexamensarbete NDX Probability Theory and Statistics Sannolikhetsteori och statistik Carlsson, Simon Allgårdh, Erik Factors Affecting the Number of Trades in ETPs on Nordic Derivatives Exchange |
description |
This thesis examines which factors that affect the number of trades in exchange-traded products (ETPs) on Nordic Derivatives Exchange. Multiple linear regression is used to model the relationship between the number of trades and 65 initially chosen predictor variables. The predictor variables include various indices, commodities, stocks, and volatility measures. Two models are presented, one of which includes a lagged dependent variable. These models explain 89% and 92% of the variance within the data. Foremost, the results confirm previous research advocating the volatility to play a significant role on the number of trades, but now also shown for ETPs. Currency exchange rates, equity indices and palladium are also shown to be statistically significant. In addition, interpretations of the results are given and suggestions for further research. === Den här uppsatsen undersöker vilka faktorer som påverkar antalet avslut i börshandlade produkter (ETP:er) på Nordic Derivatives Exchange. Multipel linjär regression används för att undersöka relationen mellan antalet avslut och 65 på förhand valda regressionsvariabler som vi anser intressanta att undersöka. Dessa regressionsvariabler består av bland annat olika index, råvaror, aktier samt volatilitetsmått. Två modeller presenteras, varav en inkluderar en laggad beroende variabel. Dessa två modeller förklarar 89 % respektive 92% av variationen i datan. Resultatet visar att volatiliteten har en signifikant påverkan med avseende på antal avslut vilket bekräftar tidigare forskning, men visas nu gälla även för ETPer. Valutakurser, aktieindex och palladium visas vara signifikanta. Vidare ges tolkning av resultatet och förslag på framtida forskning. |
author |
Carlsson, Simon Allgårdh, Erik |
author_facet |
Carlsson, Simon Allgårdh, Erik |
author_sort |
Carlsson, Simon |
title |
Factors Affecting the Number of Trades in ETPs on Nordic Derivatives Exchange |
title_short |
Factors Affecting the Number of Trades in ETPs on Nordic Derivatives Exchange |
title_full |
Factors Affecting the Number of Trades in ETPs on Nordic Derivatives Exchange |
title_fullStr |
Factors Affecting the Number of Trades in ETPs on Nordic Derivatives Exchange |
title_full_unstemmed |
Factors Affecting the Number of Trades in ETPs on Nordic Derivatives Exchange |
title_sort |
factors affecting the number of trades in etps on nordic derivatives exchange |
publisher |
KTH, Matematisk statistik |
publishDate |
2020 |
url |
http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-275691 |
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