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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Main Authors: Carlsson, Simon, Allgårdh, Erik
Format: Others
Language:English
Published: KTH, Matematisk statistik 2020
Subjects:
NDX
Online Access:http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-275691
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spelling 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
collection NDLTD
language English
format Others
sources NDLTD
topic 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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