Research output per year
Research output per year
Personal profile
Research interests
My research focuses on applying Big Data and predictive modelling techniques to difficult business problems. I have applied my predictive work in fields as diverse as health, logistics, finance and marketing. I am also particularly interested in finding better ways to apply machine learning techniques to investment modelling, and am interested in the rise of FinTech and Deep Learning.
I am also an active inaugural member of the Centre for Actuarial and Financial Big Data Analytics.
Statement for HDR students
My research focuses on applying Big Data and predictive modelling techniques to difficult business problems. I have applied my predictive work in fields as diverse as health, logistics, finance and marketing. I am also particularly interested in finding better ways to apply machine learning techniques to investment modelling, and am interested in the rise of FinTech and Deep Learning.
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Dive into the research topics where Bruce Vanstone is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
- 1 Similar Profiles
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Estimation of a Term Structure Model of Carbon Prices through State Space Methods: The European Union Emissions Trading Scheme
Aspinall, T., Gepp, A., Harris, G., Kelly, S., Southam, C. & Vanstone, B. J., Jun 2021, In: Accounting and Finance. 61, 2, p. 3797-3819 23 p.Research output: Contribution to journal › Article › Research › peer-review
Open AccessFile1 Downloads (Pure) -
Estimation of a term structure model of carbon prices through state spaces methods: a pitch
Aspinall, T., Gepp, A., Harris, G., Kelly, S., Southam, C. & Vanstone, B. J., 8 Feb 2021, In: Accounting Research Journal. 34, 1, p. 106-112 7 p.Research output: Contribution to journal › Article › Research › peer-review
Open AccessFile29 Downloads (Pure) -
Financial Literacy and Financial Strategies: The mediating role of financial concerns
Xue, R., Gepp, A., O'Neill, T., Stern, S. & Vanstone, B. J., Aug 2021, In: Australian Journal of Management. 46, 3, p. 437-465 29 p.Research output: Contribution to journal › Article › Research › peer-review
Open AccessFile1 Citation (Scopus)78 Downloads (Pure) -
Industry momentum: an exchange‐traded funds approach
Vanstone, B. J., Hahn, T. & Earea, D., Sep 2021, In: Accounting and Finance. 61, 3, p. 4007-4024 18 p.Research output: Contribution to journal › Article › Research › peer-review
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LSMRealOptions: Value American and Real Options Through LSM Simulation
Aspinall, T., Gepp, A., Harris, G., Kelly, S., Southam, C. & Vanstone, B. J., 2021Research output: Non-textual form › Software › Research
Open Access
Activities
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Accounting and Finance (Journal)
Bruce Vanstone (Editor)
2018 → …Activity: Publication peer-review and editorial work › Editorial Board Member
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Mark Wallis - Honours Supervision
Bruce Vanstone (Supervisor) & Mark Wallis (Participant)
2017Activity: Professional Development, Mentorship, Supervision and Other Activities › Non-HDR Student Supervision
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Amanda Yee - Actuarial Honours Supervision
Adrian Gepp (Supervisor) & Bruce J Vanstone (Supervisor)
2017Activity: Professional Development, Mentorship, Supervision and Other Activities › Non-HDR Student Supervision
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James Todd - Actuarial Honours Supervision
Adrian Gepp (Supervisor) & Bruce J Vanstone (Supervisor)
2017Activity: Professional Development, Mentorship, Supervision and Other Activities › Non-HDR Student Supervision
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Mark Johnman - Honours Supervision
Bruce Vanstone (Supervisor) & Mark Johnman (Participant)
2016Activity: Professional Development, Mentorship, Supervision and Other Activities › Non-HDR Student Supervision
Press / Media
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Researchers Using Big Data to Solve Big Problems in Advertising
Adrian Gepp, Bruce J Vanstone & Mark Johnman
1/07/17
1 Media contribution
Press/Media: Research
Student theses
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Trading in the Australian Stockmarket Using Artificial Neural Networks
Author: Vanstone, B. J., Nov 2005Supervisor: Finnie, G. (Supervisor) & Tan, C. (Supervisor)
Student thesis: Doctoral Thesis
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