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Ian Durbach
Room: 3.04 PD Hahn
(North) building Phone: (021) 650 5058 Fax: (021) 650 4773 Email: ian[dot]durbach[at]uct[dot]ac[dot]za
At the moment I lecture and convene two
third-year courses in the applied statistics stream: STA3022F Research
and Survery Statistics and STA3030F Inferential Statistics, and teach part of the
Decision Modelling course in the honours program. I'm also a PhD
student in the department under Prof Theo Stewart; the thesis is
provisionally titled "Adaptive strategies for multiattribute decision
making under uncertainty".
Current Research
I am mainly interested in individual and
collective human decision-making behaviour involving choices between
options whose outcomes are uncertain. The outcomes may be uncertain
because they depend on certain conditions in the future that cannot be
predicted for sure, because they are imprecisely measured, because
information on the outcomes is only partial, or any combination of the
three. I have mostly worked on the first type of uncertainty, and my
specific interest is in developing simplified or heuristic models that
can describe or aid this kind of decision-making. Though most of my
research investigates individual decision makers, I also try to
investigate collective decision-making behaviour by considering groups
of decision making agents to be a dynamical system operating on a
network, using the tools of network theory/small-world networks and
agent-based modelling. I have some related interests in other
applications of networks to socio-economic research problems like
word-of-mouth sharing, corporate directorships, and research
collaborations.
Some background
I grew up in Cape
Town and went to the University of Cape Town for my undergraduate
studies in Business Science and postgraduate degree in operational
research, a masters dissertation titled "The treatment of uncertainty in
multi-criteria decision modelling". I'm still mainly interested in this
area. Between 2003 and 2005 I worked as a researcher-statistician in
market research at The Customer Equity Company, and I still try and stay
in contact with this interesting field. Things I enjoy doing outside of work are climbing, sea-kayaking
(both as incompentantly as possible), hiking (a little more competantly but with more complaining) and reading.
Some people whose work I admire are Steven Pinker, Richard Dawkins, and Herbert Simon.
For a more detailed CV click here.
Journal articles
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Durbach I.N., Naidoo D. and Mouton J.:
Co-authorship networks in South African chemistry and mathematics,
to appear in: South African Journal of Science.
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Durbach I.N.:
The use of the SMAA acceptability index in descriptive decision analysis, European Journal of Operational
Research 196 (2009) 1229-1237.
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Durbach I.N.:
On the estimation of a satisficing model of choice using stochastic multicriteria acceptability analysis,
Omega 37 (2009) 497-509.
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Durbach I.N. and Stewart T.J.:
Using expected values to simplify decision making under uncertainty,
Omega 37 (2009) 312-330.
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Durbach I.N and Barr G.D.I.:
Illustrating dependence between random variables using slot machines,
Teaching Statistics 30(3) (2008) 89-92.
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Barr G.D.I and Durbach I.N.:
A Monte Carlo analysis of hypothetical multi-line slot machine play,
International Gambling Studies 8(3) (2008) 265-280.
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Durbach I.N and Thiart J.:
On a common perception of a random sequence in cricket,
South African Statistics Jounral 41 (2007) 157-183.
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Durbach I.N.:
A simulation-based test of stochastic multicriteria acceptability
analysis using achievement functions, European Journal of Operational
Research 170 (2006) 923-934.
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Durbach I.N. and
Stewart T.J: Integrating scenario planning and goal programming,
Journal of Multi-criteria Decision Analysis 12 (2003) 261--271.
Conference proceedings
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Durbach I.N. and
Hofmeyr J.H: Interactions between market barriers and communication
networks in marketing systems, To appear in: Proceedings of the sixth
international joint conference on autonomous agents and multiagent
systems, ACM Press, New York (2007).
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Durbach I.N. and
Hofmeyr J.H: An agent-based model of the effect of referrals on
systems of satisficing decision makers, Proceedings of 11th Annual
International Conference on Industrial Engineering Theory, Applications
& Practice, Nagoya, Japan, (2006) 1326-1331.
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