Dr Devindri Perera
PhD(University of Sydney), MSc(Tokyo Institute of Technology)

Lecturer

About me

I’m a lecturer in mathematics and statistics, mainly teaching statistics units. I have taught a biostatistics unit, an applied statistics unit, a statistical design and data analysis unit, a probability and statistical inference unit, an introductory statistics unit and a fundamental mathematics unit. My research is focussed on saddlepoint approximation methods, genome-wide association studies, statistical applications in veterinary studies  and statistical methodology in quarantine (border security) inspection methods.

Teaching area

MAS230/224  Biostatistical Methods

MAS284/223 Applied Statistics and Process Management

MAS374/MAS353 Statistical Design and Data Analysis

MAS222 Probability and Statistical Inference

BUS130 Business Statistics

MAS180 Introduction to Statistics

MAS164 Fundamentals of Mathematics

MAS4012 Introduction to Categorical Data Analysis

OMAS110 Fundamentals of Mathematics (Open universities of Australia)

Research areas

 

Saddlepoint Approximation methods

Disease risk prediction in genetic data models

Statistical data analysis in genetic data models

Statistical applications in quarantine inspection methods

Statistical data analysis in veterinary life sciences

Statistical data analysis in food and waste management

 

Current projects

1. Highly variable autumnal TRH-stimulation tests in normal horses at two Australian locations.
A collaboration with D.Byrne, C.Secombe (Murdoch University) R.Tan & J.Wearn(Kames Cook University).
Manuscript submitted for publication.

2. Field-based insulin dysregulation testing is not reproducible in a group of Western Australian horses.
A collaboration with D.Byrne, C.Secombe and G.Lester (Murdoch University).
Manuscript submitted for publication.

3. Comparison of seasonal variations in cell populations in BAL fluid in healthy and RA diseased racehorses.
A collaboration with Dr. A.Cullimore of the Ascot Equine Veterinarians – Perth, WA.

4. Modelling of border and post border detections of non-indigenous species under stringent biosecurity controls on
Barrow Island, Australia
.
Collaborators: B.Kachgunda(PhD project), Professor S.McKirdy(Murdoch University) and Professor K.
Mangersen(QUT)

5. “Is heart size and function correlated with exercise-induced pulmonary haemorrhage and performance in racing
Thoroughbreds?

A collaboration with A/Professor G.Lester (Murdoch), E.Crispe (Murdoch), and Dr.C.Secombe (Murdoch).

6. Multiple sclerosis and polygenetic risk scores.
A collaboration with Dr.N Armstrong (Murdoch University).

Professional and community service

1.Committee member of the Statistical Society of Australia (SSAI) – Western Australian Branch (2015 – )

2.Statistician – Animal Ethics Committee, Murdoch University, Western Australia (2014 – )

Doctoral and masters supervisions

1. Barbara Kachigunda(PhD candidate, Murdoch University. 2014 – ). Co-supervisor

2. Purabi Ghosh (PhD Candidate, Murdoch University. 2014 – ). Co-supervisor.

3. David Byrne (MSc Candidate, Murdoch University. 2015 – ). Co- supervisor.

Publications

Journals

  • Crispe, E., Secombe, C., Perera, D., (2017), The association between exercise-induced pulmonaryhaemorrhage and race-day performance in Thoroughbredracehorses, Equine Veterinary Journal, , , pages 1 - 6.
  • Ghosh, P., Fawcett, D., Perera, D., Sharma, S., Poinern, G., (2017), Horticultural Loss Generated by Wholesalers: A CaseStudy of the Canning Vale Fruit and VegetableMarkets in Western Australia, Horticulturae, 3, 34, pages -.
  • Secombe, C., Byrne, D., Tan, R., Watts, S., Jamie, W., Perera, D., (2017), The effect of geographic location on circannual adrenocorticotropic hormone plasma concentrations in horses in Australia, Journal of Veterinary Internal Medicine, 31, 5, pages -.
  • Ghosh, P., Fawcett, D., Sharma, S., Perera, D., Poinern, G., (2016), Survey of Food Waste Generated by Western Australian Fruit and Vegetable Producers: Options for Minimization and Utilization, Food and Public Health, 6, 5, pages 115 - 122.

C.J.Secombe, R.H.H.Tan,D.I.Perera, D.P. Byrne, S.P.Watts, J.Wearn. The effect of geography location on circannual adrenocorticotropic hormone concentrations in Australian horses. Accepted(2017), Journal of Veterinary Internal Medicine.

E.J.Crisp, G.D.Lester, C.J.Secombe, and D.I.Perera. The association between excercise-induced pulmonary haemorrhage and race-day performance in Thoroughbred racehorses.Equine Veterinary Journal (Feb 2017 Online).

D. Perera, J.Stankovich et al. Fine mapping of multiple sclerosis susceptibility genes provides evidence of allelic heterogeneity. Journal of Neuroimmunology (2009). Vol 221, 1:105 -109

J.L Dickson, D.I.Perera, et.al. Past Environmental Sun Exposure and risk of multiple sclerosis: a role for the Cdx-2 vitamin D receptor variant  in this interaction. Multiple  Sclerosis (2009) 00: 1-8.

The Australia and New Zealand  Multiple Sclerosis Genetics Consortium (ANZgene). Genome-wide association study  identifies new multiple sclerosis susceptibility loci on chromosomes 12 and 20. Nature Genetics(2009), 41:824-828. I worked with Dr. J. Stankovich in the statistical analysis of the data.

Justin P. Rubio, Jim Stankovich, Judith Field, Niall Tubridy, Mark Marriott, Caron Chapman, Melanie Bahlo, Perera D, Laura J. Johnson, Brian D. Tait, Michael D.Varney, Terence P. Speed, Bruce V. Taylor, Simon  J. Foote, Helmut Butzkueven, Trevor J. Kilpatrick . Replication of KIAA0350, IL2RA,  RPL5  and CD58 as multiple sclerosis susceptibility genes in Australians. Genes and Immunity (2008) Oct:9(7):624-30.

Perera, D.I., Peiris, M.S., Robinson, J., & Weber, N.C. The Empirical Saddlepoint method applied to testing of Serial Correlation in Panel Time Series data.  Statistics  and Probability Letters (2008) Vol 78,Issue 17.

Perera, D.I., Peiris, M.S., Robinson, J., & Weber, N.C. ( 2006).  Saddlepoint Approximation Methods for testing for Serial Correlation in Large Numbers of Small Samples. Journal of Statistical Computations and Simulations, 76, 1001-1013.

D.I.Perera and M.S.Peiris (2004) Testing for Serial Correlation in Large numbers of  Small Samples. Conference Proceedings, 1st International Statistical Conference, Peradeniya, Sri Lanaka Dec. 2004. Editors: B.M.de Silva and N. Mukhopadhyay, PGIS  University of Peradeniya, 363-370.

D.I. Perera,  M.S. Peiris, and N.C. Weber (2003). A  Note on the Distribution of Serial Correlation in Large Numbers of Small Samples. Current Research in Modelling, Data Mining & Quantitative Techniques, University of Western Sydney Press, University of Western Sydney, ISBN 0-975-1599-0-9, 172 – 192, 2003.