# Browse By Person: Low-Choy, Samantha

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**47**.## Book Chapter

Clifford, Samuel & Low Choy, Samantha
(2012)
Bayesian Splines.
In
Alston, Clair L., Mengersen, Kerrie L., & Pettitt, Anthony N. (Eds.)

*Case Studies in Bayesian Statistical Modelling and Analysis.*John Wiley & Sons, Ltd, Oxford, pp. 197-220.

Low-Choy, Samantha
(2012)
Priors : Silent or Active Partners of Bayesian Inference?
In
Alston, Clair L., Mengersen, Kerrie L., & Pettitt, Anthony N. (Eds.)

*Case Studies in Bayesian Statistical Modelling and Analysis.*John Wiley & Sons, Inc, Oxford, pp. 30-65.

O'Leary, Rebecca A., Low Choy, Samantha, Hu, Wenbiao, & Mengersen, Kerrie L.
(2012)
Bayesian classification and regression trees.
In
Alston, C.L., Mengersen, K.L., & Pettitt, A.N. (Eds.)

*Case Studies in Bayesian Statistical Modelling and Analysis.*John Wiley & Sons, Ltd, pp. 330-347.

Williams, Kristen J., Low-Choy, Samantha, Rochester, Wayne, & Alston, Clair
(2012)
Using Bayesian Mixture Models That Combine Expert Knowledge and GIS Data to Define Ecoregions.
In
Perera, Ajith H., Drew, C. Ashton, & Johnston, Chris J. (Eds.)

*Expert Knowledge and Its Application in Landscape Ecology.*Springer Science+Business Media, United States of America, pp. 229-251.
2

Low Choy, Samantha, James, Allan, Murray, Justine, & Mengersen, Kerrie
(2011)
Elicitator : a user-friendly, interactive tool to support scenario-based elicitation of expert knowledge.
In
Ajith, H., Perera, C., Drew, A., & Johnson, C.J. (Eds.)

*Expert Knowledge and Its Application in Landscape Ecology.*Springer, New York, pp. 39-67.

Low Choy, Samantha, Murray, Justine, James, Allan, & Mengersen, Kerrie L.
(2010)
Indirect elicitation from ecological experts: From methods and software to habitat modelling and rock-wallabies.
In
O'Hagan, Anthony & West, Mike (Eds.)

*The Oxford Handbook Of Applied Bayesian Analysis.*Oxford University Press, Oxford, pp. 511-544.## Journal Article

Bodisco, Timothy A., Low Choy, Samantha, Masri, Assaad R., & Brown, Richard J.
(2015)
A statistical model for combustion resonance from a DI diesel engine with applications.

*Mechanical Systems and Signal Processing*,*60-61*, pp. 406-419.

Falk, Matthew G., O'Leary, Rebecca A., Nayak, Manoj, Collins, Patrick, & Low Choy, Samantha
(2015)
A Bayesian hurdle model for analysis of an insect resistance monitoring database.

*Environmental and Ecological Statistics*,*22*(2), pp. 207-226.

Caley, M. Julian, O'Leary, Rebecca A., Fisher, Rebecca, Low-Choy, Samantha, Johnson, Sandra, & Mengersen, Kerrie
(2014)
What is an expert? A systems perspective on expertise.

*Ecology and Evolution*,*4*(3), pp. 231-242.
4

3

Bodisco, Timothy A., Low Choy, Samantha, & Brown, Richard J.
(2013)
A Bayesian approach to the determination of ignition delay.

*Applied Thermal Engineering*,*60*(1-2), pp. 79-87.
26

2

3

Albert, Isabelle, Donnet, Sophie, Guihenneuc-Jouyaux, Chantal, Low-Choy, Samantha, Mengersen, Kerrie, & Rousseau, Judith
(2012)
Combining expert opinions in prior elicitation.

*Bayesian Analysis*,*7*(3), pp. 503-532.
16

16

Fisher, Rebecca, O'Leary, Rebecca, Low-Choy, Sama, Mengersen, Kerrie, & Caley, M. Julian
(2012)
A software tool for elicitation of expert knowledge about species richness or similar counts.

*Environmental Modelling and Software*, pp. 1-14.
11

8

Hu, Wen, O'Leary, Rebecca, Mengersen, Kerrie, & Low-Choy, Sama
(2011)
Bayesian Classification and regression trees for predicting incidence of cryptosporidiosis.

*PLoS ONE*,*6*(8), pp. 1-8.
3

2

Murray, J., Low Choy, Sama, McAlpine, Clive, Possingham, Hugh, & Goldizen, Anne
(2011)
Evaluating model transferability for a threatened species to adjacent areas: Implications for rock-wallaby conservation.

*Austral Ecology: a journal of ecology in the Southern Hemisphere*,*36*(1), pp. 76-89.
7

5

Johnson, Sandra, Low-Choy, Samantha, & Mengersen, Kerrie
(2011)
Integrating Bayesian networks and geographic information systems: Good practice examples.

*Integrated Environmental Assessment and Management*,*Online*(Online), pp. 1-7.
13

9

Mejia, Jaime, Choy, Samantha Low, Mengersen, Kerrie, & Morawska, Lidia
(2011)
Methodology for assessing exposure and impacts of air pollutants in school children: Data collection, analysis and health effects - A literature review.

*Atmospheric Environment*,*45*(4), pp. 813-823.
39

29

Clifford, Sam, Low-Choy, Samantha, Hussein, Tareq, Mengersen, Kerrie, & Morawska, Lidia
(2011)
Using the Generalised Additive Model to model the particle number count of ultrafine particles.

*Atmospheric Environment*,*45*(32), pp. 5934-5945.
15

13

James, Allan, Low Choy, Samantha, & Mengersen, Kerrie L.
(2010)
Elicitator : an expert elicitation tool for regression in ecology.

*Environmental Modelling & Software*,*25*(1), pp. 129-145.
623

37

29

Powell, Michael, Accad, Arnon, Austin, Mike, Low Choy, Samantha, Williams, Kristen, & Shapcott, Alison
(2010)
Predicting loss and fragmentation of habitat of the vulnerable subtropical rainforest tree Macadamia integrifolia with models developed from compiled ecological data.

*Biological Conservation*,*143*(6), 1385 -1396 .
13

11

Low Choy, Samantha J., O'Leary, Rebecca A., & Mengersen, Kerrie L.
(2009)
Elicitation by design in ecology: using expert opinion
to inform priors for Bayesian statistical models.

*Ecology*,*90*(1), pp. 265-277.
1,020

87

O'Leary, Rebecca A., Low Choy, Samantha, Murray, Justine V., Kynn, Mary, Denham, Robert, Martin, Tara G., et al.
(2009)
Comparison of three expert elicitation methods for logistic regression on predicting the presence of the threatened brush-tailed rock-wallaby petrogale penicillata.

*Environmetrics*,*20*(4), pp. 379-398.
20

16

Murray, Justine V., Goldizen, Anne W., O’Leary, Rebecca A., McAlpine, Clive A., Possingham, Hugh P., & Choy, Samantha Low
(2009)
How useful is expert opinion for predicting the distribution of a species within and beyond the region of expertise? A case study using brush-tailed rock-wallabiesPetrogale penicillata.

*Journal of Applied Ecology*,*46*(4), pp. 842-851.
54

41

Low Choy, Samantha J., Mengersen, Kerrie L., & Rousseau, Judith
(2008)
Encoding Expert Opinion on Skewed Non-Negative Distributions.

*Journal of Applied Probability and Statistics*,*3*(1), pp. 1-21.

O'Leary, Rebecca A., Murray, Justine V., Low Choy, Samantha J., & Mengersen, Kerrie L.
(2008)
Expert Elicitation for Bayesian Classification Trees.

*Journal of Applied Probability & Statistics*,*3*(1), pp. 95-106.

Goldizen, A., Low Choy, S., McAlpine, C., Murray, J., & Possingham, H.
(2008)
The importance of ecological scale for wildlife conservation in naturally fragmented environments: A case study of the Brush-Tailed Rock-Wallaby (Petrogale Penicillata).

*Biological Conservation*,*141*(1), pp. 7-22.
22

17

Field, Scott, Kuhnert, Petra, Low Choy, Samantha, Martin, Tara, Possingham, Hugh, Rhodes, Jonathan, et al.
(2005)
Zero Tolerance Ecology: Improving Ecological Inference by Modelling the Source of Zero Observations.

*Ecology Letters*,*8*(11), pp. 1235-1246.
305

299

## Conference Paper

Pirathiban, R., Williams, K.J., & Low-Choy, S.J.
(2015)
Delineating environmental envelopes to improve mapping of species distributions, via a hurdle model with CART &/or MaxEnT. In
Weber, T., McPhee, M.J., & Anderssen, R.S. (Eds.)

*21st International Congress on Modelling and Simulation (MODSIM2015)*, 29 November - 4 December 2015, Gold Coast, Qld.
10

Low-Choy, Sama, Hammond, Nichole, Penrose, Lindsay, Anderson, Chris, & Taylor, Sharyn
(2011)
Dispersal in a hurry: Bayesian learning from surveillance to establish area freedom from plant pests with early dispersal. In
Chan, F, Marinova, D, & Anderssen, R (Eds.)

*Proceedings of the 19th International Congress on Modelling and Simulation (MODSIM2011)*, 12 - 16 December, 2011, Australia.

O'Leary, Rebecca, Fisher, Rebecca, Low-Choy, Sama, Mengersen, Kerrie, & Caley, M. Julian
(2011)
What is an expert? In
Chan, F, Marinova, D, & Anderssen, R (Eds.)

*Proceedings of the 19th International Congress on Modelling and Simulation (MODSIM2011)*, 12 - 16 December, 2011, Australia.
1

2

Low Choy, Samantha, James, Allan, & Mengersen, Kerrie
(2009)
Expert elicitation and its interface with technology : a review with a view to designing Elicitator. In

*18th World IMACS / MODSIM Congress*, 13 -17 July 2009, Cairns, Australia.
2

O'Leary, Rebecca, Mengersen, Kerrie, Murray, J, & Low-Choy, Sama
(2009)
Comparison of four expert elicitation methods : For Bayesian logistic regression and classification trees. In
RD, Anderssen, RD, Braddock, & H, Newham (Eds.)

*Proceedings: 18th World IMACS / MODSIM Congress*, 13-17 July 2009, Australia, Queensland, Cairns.

Low Choy, Samantha & Wilson, Therese
(2009)
How do experts think about statistics? Hints for improving undergraduate and postgraduate training. In

*IASE Satellite: Next Steps in Statistics Eeducation*, 13-16 August 2009, Durban, South Africa.
28

Burrell, Daniel L., Low-Choy, Sama, & Mengersen, Kerrie
(2009)
How reliable is my reliability model. In
Anderssen, R, Braddock, R, & Newham, L (Eds.)

*Proceedings of the 18th World IMACS Congress and MODSIM09 International Congress on Modelling and Simulation*, 13 - 17 July 2009, Australia, Queensland, Cairns.

Accad, Arnon, Low Choy, Samantha, Pullar, David, & Rochester, W
(2005)
Bioregion Classification Using Model-Based Clustering: A Case Study in North Eastern Queensland. In
Zerger, A & Argent, R (Eds.)

*Proceedings International Congress on Modelling and Simulation*, 12-15 December 2005, Australia, Victoria, Melbourne.
2

2

Eyre, T, Kelly, A, Low Choy, Samantha, Mengersen, Kerrie, & Stewart-Koster, Ben
(2005)
Identifying Good Condition in Native Vegetation: A Bayesian Regression and Decision Theoretic Approach. In
Zerger, A & Argent, R (Eds.)

*Proceedings of the International Congress on Modelling and Simulation*, 12-15 December 2005, Australia, Victoria, Melbourne.
2

Low Choy, Samantha, Mengersen, Kerrie, Tong, Shilu, & Wraith, Darren
(2005)
Spatial and Temporal Modelling of Ross River Virus in Queensland. In
Zerger, A & Argent, R (Eds.)

*MODSIM 2005 International Congress on Modelling and Simulation: Advances and Applications for Management and Decision Making*, 12 December - 15 December 2005, Australia, Victoria, Melbourne.## Conference Item

Pirathiban, R., Williams, K.J., Pettitt, A.N., & Low-Choy, S.J.
(2015)
Eliciting and encoding expert knowledge on variable selection into classical or Bayesian species distribution models. In

*The International Biometric Society Australasian Region Conference 2015: BIOMETRICS by the Harbour*, 30 November - 3 December 2015, Hobart, Tasmania.
2

Low-Choy, Samantha
(2013)
Bayesian modelling of surveillance and proof of freedom : the mathematical, logical & psychological challenges. In
Anderssen, Bob (Ed.)

*A Planet at Risk - Bioinvasion & Biosecurity Workshop*, 12-13 September 2013, CSIRO Discovery Centre, Canberra, Australia. (Unpublished)
65

Albert, Isabelle, Donnet, Sophie, Guihenneuc-Jouyaux, Chantal, Low-Choy, Samantha, Mengersen, Kerrie, & Rousseau, Judith
(2013)
Combining elicited expert knowledge into Bayesian priors. In

*Joint Statistical Meeting*, 3-8 August 2013, Montréal, Québec, Canada. (Unpublished)
60

Clifford, Sam, Low-Choy, Samantha, Mengersen, Kerrie, & Morawska, Lidia
(2012)
Semi-parametric modelling of ultrafine particle number concentration. In

*ISBA2012*, 25-29 June 2012, Kyoto Terrsa, Kyoto. (Unpublished)
53

Low-Choy, Samantha
(2011)
Expert elicitation into Bayesian networks : understanding probability. In

*Third Annual Conference of the Australasian Bayesian Network Modelling Society (ABNMS2011)*, 21-24 November 2011, Queensland University of Technology, Brisbane, QLD. (Unpublished)
99

Low-Choy, Samantha
(2011)
Expert elicitation into Bayesian networks, Part 1 of 4 : understanding probability. In

*Third Annual Conference of the Australasian Bayesian Network Modelling Society (ABNMS2011)*, 21-24 November 2011, Queensland University of Technology, Brisbane, QLD. (Unpublished)
130

Low-Choy, Samantha
(2011)
Expert elicitation into Bayesian networks, Part 4 of 4: eliciting a conditional probability table. In

*Third Annual Conference of the Australasian Bayesian Network Modelling Society (ABNMS2011)*, 21-24 November 2011, Queensland University of Technology, Brisbane, QLD. (Unpublished)
516

Low-Choy, Samantha
(2011)
Expert elicitation into Bayesian networks, part 2 of 4: designing elicitation. In

*Third Annual Conference of the Australasian Bayesian Network Modelling Society (ABNMS2011)*, 21-24 November 2011, Queensland University of Technology, Brisbane, QLD. (Unpublished)
69

## Report

Low-Choy, Samantha, Murray, Justine, & van Klinken, Rieks
(2012)

*Uncertain species distribution: From interpolation to extrapolation.*Milestone Report provided to RIRDC, Brisbane, Australia. (Unpublished)
25

## QUT Thesis

Low Choy, Samantha Jane
(2001)

*Hierarchical models for 2D presence/absence data having ambiguous zeroes: With a biogeographical case study on dingo behaviour.*PhD thesis, Queensland University of Technology.## Other

Albert, Isabelle, Donnet, Sophie, Guihenneuc, Chantal, Low Choy, Samantha, Mengersen, Kerrie L., & Rousseau, Judith
(2010)

*Combining expert opinions in prior elicitation.*Biostatistics. (Submitted (not yet accepted for publication))
453