Bruce Vanstone

Dr

  • Bond University, Bond Business School

    4229 Gold Coast

    Australia

20032019
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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.

Fingerprint Fingerprint is based on mining the text of the person's scientific documents to create an index of weighted terms, which defines the key subjects of each individual researcher.

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Network Recent external collaboration on country level. Dive into details by clicking on the dots.

Research Output 2003 2019

Do News and Sentiment play a role in Stock Price Prediction?

Vanstone, B. J., Gepp, A. & Harris, G., 9 Apr 2019, In : Applied Intelligence.

Research output: Contribution to journalArticleResearchpeer-review

Network architecture
Learning systems
Neural networks

Financial literacy amongst elderly Australians

Xue, R., Gepp, A., O'Neill, T., Stern, S. & Vanstone, B. J., Apr 2019, In : Accounting and Finance. 59, S1, p. 887-918 32 p.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
File
Financial literacy
Educational attainment
Wealth
Income
Politicians

Financial Literacy and Financial Decision-making: The mediating role of financial concerns

Xue, R., Gepp, A., O'Neill, T., Stern, S. & Vanstone, B. J., Apr 2019.

Research output: Contribution to conferencePresentationResearch

Open Access
File
Financial decision making
Financial literacy
Advisors
Financial strategy
Mediation effect

Investigating Healthcare Contacts of Dialysis Patients by Age and Gender

Todd, J., Gepp, A., Vanstone, B. J. & Richards, B., 27 Feb 2019, In : BMC Health Services Research. 19, 1, p. 1-8 8 p., 136.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
File
Dialysis
Delivery of Health Care
Ghana
Health Services
Inpatients

Modelling momentum winner/loser asymmetry: the sources of winner and loser returns in the ASX200 and S&P500

Inglis, N., Vanstone, B. J. & Hahn, T., Apr 2019, In : Accounting and Finance. 59, S1, p. 657-684 28 p.

Research output: Contribution to journalArticleResearchpeer-review

Asymmetry
Momentum
Modeling
Time-varying
Momentum profits

Activities 2016 2018

  • 4 Non-HDR Student Supervision
  • 1 Editorial Board Member
  • 1 Committees, Boards and Panelists
  • 1 Invited talk

Accounting and Finance (Journal)

Bruce Vanstone (Editor)
2018 → …

Activity: Publication peer-review and editorial workEditorial Board Member

Mark Wallis - Honours Supervision

Bruce Vanstone (Supervisor), Mark Wallis (Participant)
2017

Activity: OtherNon-HDR Student Supervision

James Todd - Actuarial Honours Supervision

Adrian Gepp (Supervisor), Bruce J Vanstone (Supervisor)
2017

Activity: OtherNon-HDR Student Supervision

Amanda Yee - Actuarial Honours Supervision

Adrian Gepp (Supervisor), Bruce J Vanstone (Supervisor)
2017

Activity: OtherNon-HDR Student Supervision

Mark Johnman - Honours Supervision

Bruce Vanstone (Supervisor), Mark Johnman (Participant)
2016

Activity: OtherNon-HDR Student Supervision

Press / Media

Student theses

Option Pricing Using Artificial Neural Networks : an Australian Perspective

Author: Hahn, T., 8 Feb 2014

Supervisor: Vanstone, B. J. (Supervisor) & Finnie, G. (Supervisor)

Student thesis: Doctoral Thesis

File

Risk Management in the Australian Stockmarket using Artificial Neural Networks

Author: Krollner, B., 11 Feb 2012

Supervisor: Vanstone, B. J. (Supervisor) & Finnie, G. (Supervisor)

Student thesis: Doctoral Thesis

File

Trading in the Australian Stockmarket Using Artificial Neural Networks

Author: Vanstone, B. J., Nov 2005

Supervisor: Finnie, G. (Supervisor) & Tan, C. (Supervisor)

Student thesis: Doctoral Thesis

File