Projects per year
Personal profile
Biography
A/Prof Singh leads interdisciplinary research projects in data science with a strong focus on financial analytics and sustainable and climate finance. He is a founding director of the Macquarie University Nature Positive Finance and Business Research Centre, where he leads the centre’s engagement strategy. He is currently working on projects related to sustainable and nature positive finance, data analytics and text-based financial sentiment.
Abhay has published extensively in top-tier journals and authored the book "R in Finance & Economics: A Beginner's Guide". With over a decade of experience, he champions open-source software R and is renowned for his expertise in data analytics, visualisation, and consulting for academic and industry research.
Research interests
Climate Finance, Sustainability, Data Analytics, Data Visualisation, Text mining, Social Media Analytics, Time Series Econometrics, Applied Statistics and Financial Risk Modelling in general.
Education/Academic qualification
Finance, PhD, Modelling Extreme Market Risk-A Study of Tail Related Risk Measures , Edith Cowan University, Perth, WA, Australia
Award Date: 30 Nov 2011
Management, Master of Business Administration, Indian Institute of Information Technology & Management, Gwalior, India
Award Date: 1 Jun 2009
Information Technology, Bachelor of Technology, Indian Institute of Information Technology & Management, Gwalior, India
Award Date: 1 Jun 2009
External positions
Adjunct Associate Professor, Edith Cowan University
11 Oct 2021 → …
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Using a data-driven statistical modelling and analysis approach to model individual learning progress
Singh, A. (Primary Chief Investigator)
1/02/18 → 31/12/18
Project: Research
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Supporting technology-enhanced pedagogy and insights into student learning via Cinglevue's Virtuoso enterprise learning and instructional support platform
Bower, M. (Primary Chief Investigator) & Singh, A. (Chief Investigator)
25/03/19 → 24/03/21
Project: Other
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Sustainable investment, ratings, and impact of climate risk
Singh, A. (Primary Chief Investigator), Kitsios, V. (Supervisor) & Ashton, A. (Supervisor)
23/08/23 → 22/08/28
Project: Research
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Finance Decision Lab (FDL) as an Innovative Learning & Teaching Hub
Singh, A. (Primary Chief Investigator) & Linnenluecke, M. (Chief Investigator)
1/01/18 → 31/12/18
Project: Teaching
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Value of Integrating Climate Risk Across the Business
Singh, A. (Primary Chief Investigator), Luo, L. (Chief Investigator), Zhou, C. (Chief Investigator), Hurley, H. (Chief Investigator), Lemmens, M. (Primary Chief Investigator) & Shroff, M. (Chief Investigator)
1/09/24 → 31/03/25
Project: Research
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R in finance and economics: a beginner's guide
Singh, A. K. & Allen, D. E., Feb 2017, Singapore ; Hackensack, NJ: World Scientific Publishing. 245 p.Research output: Book/Report › Book
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Tail dependence analysis of stock markets using extreme value theory
Singh, A. K., Allen, D. E. & Powell, R. J., 2017, In: Applied Economics. 49, 45, p. 4588-4599 12 p.Research output: Contribution to journal › Article › peer-review
5 Citations (Scopus) -
Financial dependence analysis: applications of vine copulas
Allen, D. E., Ashr, M. A., Mcaleer, M., Powell, R. J. & Singh, A. K., Nov 2013, In: Statistica Neerlandica. 67, 4, p. 403-435 33 p.Research output: Contribution to journal › Article › peer-review
25 Citations (Scopus) -
Vulnerability-CoVaR: investigating the crypto-market
Waltz, M., Singh, A. K. & Okhrin, O., 2 Sept 2022, In: Quantitative Finance. 22, 9, p. 1731-1745 15 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile5 Citations (Scopus)156 Downloads (Pure) -
Daily market news sentiment and stock prices
Allen, D. E., McAleer, M. & Singh, A. K., 27 Jun 2019, In: Applied Economics. 51, 30, p. 3212-3235 24 p.Research output: Contribution to journal › Article › peer-review
62 Citations (Scopus)
Prizes
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2019 The Runner Up for the Ray Ball Prize
Cai, C. (Recipient), Singh, A. (Recipient), Gipple, J. (Recipient) & Zhu, E. (Recipient), 16 Jul 2020
Prize: Honorary award
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Finance Decision Lab (FDL) as an Innovative Learning & Teaching Hub
Singh, A. (Recipient) & Linnenluecke, M. (Recipient), 2018
Prize: Teaching award
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Activities
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R for Research Workshop
Singh, A. (Invited speaker)
23 Nov 2017Activity: Talk or presentation › Invited talk
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R for Research Workshop
Singh, A. (Speaker)
13 Aug 2019 → 14 Aug 2019Activity: Talk or presentation › Invited talk
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Systematic Literature Review using R
Singh, A. (Speaker)
10 Oct 2022Activity: Talk or presentation › Invited talk
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Introduction to R for Research
Singh, A. (Speaker)
24 Nov 2022Activity: Talk or presentation › Invited talk
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Conducting Systematic Literature Reviews and Bibliometrics Analysis using R
Singh, A. (Speaker)
25 Nov 2022Activity: Talk or presentation › Invited talk
Press/Media
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Coronavirus: Analysing stories from the Twitter frontline
20/04/20
1 Media contribution
Press/Media: Expert Comment
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Social media channels are emerging as platforms to influence human behaviour
12/07/19
1 Media contribution
Press/Media: Other
Impacts
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Empowering Retail Investors for a Greener Future: The Pivotal Role of Environmental Literacy Education in Sustainable Investing
Bu, D. (Participant), Liao, Y. (Participant), Smith, T. (Participant), Mollica, V. (Participant), Cai, C. (Participant) & Singh, A. (Participant)
Impact: Environment impacts, Policy impacts, Economy impacts
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From Knowledge to Action: Boosting Sustainable Investments with Financial Literacy and ESG Disclosure
Bu, D. (Participant), Liao, Y. (Participant), Mollica, V. (Participant), Smith, T. (Participant), Cai, C. (Participant) & Singh, A. (Participant)
Impact: Society impacts