Lecturer in Applied Statistics
School of Agriculture, Food and Wine
Faculty of Sciences
Eligible to supervise Masters and PhD - email supervisor to discuss availability.
Expertise in nonparametric inference and applied statistics in academic research and consulting in human nutrition, food sensory, soil and plant sciences, including design and analysis of experiments and observational studies. University teaching and workplace training in biometry, sensometrics and research methods in agriculture.
- My Research
- Grants and Funding
- Professional Activities
I am interested in collaborations on three themes: 1) research on robust statistical methods, in particular the theory of rank methods, 2) research in food sensometrics, outside the consumer research, 3) applied statistics research in application to agriculture and food data.
Highlights and delights of my career were several papers on rank methods followed my PhD in 2006; establishing a Food Sensory Research Unit in the University of Queensland in 2011 and collaborating for more than a decade with researchers in medical, biological and agriculture sciences. Currently I am leading a large project funded by the Grains Research and Development Corporation, Statistics for the Australian Grains Industry in Southern Region, SAGI-STH.
Date Position Institution name 2011 Senior Lecturer in Biometry University of Adelaide 2003 - 2011 Lecturer in Biometry University of Queensland 2002 - 2003 Lecturer in Software Development Griffith University
Awards and Achievements
Date Type Title Institution Name Country Amount 2010 Teaching Award Award for excellence in teaching School of Agriculture and Food Science Australia —
Language Competency English Can peer review Russian Can peer review
Date Institution name Country Title — University of Queensland Australia PhD (Mathematical Statistics) — University of South Australia Australia MSc (Applied Mathematics) — National Technical University of Ukraine, Kiev Ukraine BEng (Honours)
Date Title Institution name Country 2010 Accredited Statistician Statistical Society of Australia —
Year Citation 2012 Kravchuk, O., Torley, P., & Stokes, J. R. (2012). Food texture is only partly rheology. In B. Bhandari, & Y. Roos (Eds.), Food Materials Science and Engineering (pp. 349-372). United Kingdom: Blackwell Publishers Inc.
2002 Kravchuk, O., Pullan, W., & Sattar, A. (2002). An investigation of variable relationship in 3-SAT problems. In B. McKay (Ed.), AI 2002: Advances in Artificial Intellegence (Vol. 2557, pp. 579-590). Springer-Verlag.
Year Citation 2014 Kravchuk, O., & Rutley, D. (2014). Topics from Australian Conferences on Teaching Statistics. In M. A. M. A. B. P. Helen MacGillivray (Ed.). Springer. 2014 Kravchuk, O., & Rutley, D. (2014). Engaging entry level researchers in agriculture in statistical communication and collaboration: Why? and how?. In Springer Proceedings in Mathematics and Statistics Vol. 81 (pp. 345-364).
2007 Radrizzani, A., Shelton, H., Dalzell, S., & Kravchuk, O. (2007). A survey of graziers' perceptions of long-term productivity of leucaena pastures in Queensland. In Tropical Grasslands Vol. 41 (pp. 240-241). Dalby, AUSTRALIA: TROPICAL GRASSLAND SOC AUST.
Year Citation 2006 Kravchuk, O. (2006). Trigonometric scores rank procedures with applications to long-tailed distributions. (PhD Thesis, University of Queensland).
2016 - 2021, Statistics for the Australian Grains Industry, Southern Region (SAGI-STH), project leader, $5M, GRDC and SARDI
Current and completed projects, in which I am a single Chief investigator (CI)
2014, GRDC Sponsorship for AASC’14, $7K
2013, SEB metrics statistical analysis, DEWNR, SA, $15K
2011 – 2014, Statistics Capacity Building, GRDC, $187K
2010, Sensory and physical evaluation of the texture of non-fermented milk beverages with dispersed soft-gel micro particles, UQ ECR, $22K
2008, Advanced data analysis and interpretation in adaptive research: training workshop in PNG, ACIAR , $4K
2008, Biometrical services for a pork chilling trial, APL, $11K
2006, Adaptive statistical methods for the analysis of empirical distributions of images of bacteria colonies, UQ, $10K
Current and completed projects, in which I am a CI
2013 – 2015, Objective measures for powdery mildew, GWRDC ($512K, 5%)
2010 – 2013, Sensory – Texture – Rheology, Research capabilities building for Dairy Industry, DIAL&UQ ($305K, CIs: Deeth, Sharma, Kravchuk)
2010 Strengthening the food biometrials testing facility, UQ MEI ($63K, CIs: Bhandari, Stokes, Sharma, Kravchuk, Prakash)
2008 – 2011, Enhancing on-farm income through improved silvicultural management of teak in Laos PDR, ACIAR ($1,166K, 10%)
2008 – 2009, Research design, data analysis and interpretation in adaptive research projects, ACIAR ($66K, CIs: Huang, Kravchuk)
2007 – 2008, Design and analysis of agricultural experiments and interpretation of experimental findings – training program, ACIAR ($78K, CIs: Huang, Kravchuk)
Academic courses taught and coordinated:
University of Adelaide, 2011 - current
Special topics in Statistics (Nonparametrics), Research Methodology in Agricultural Sciences, Biometrics module in Foundations in Plant Biotechnology
University of Queensland 2003 - 2011
Introductory Statistics, Research Methodology in Biophysical Sciences, Food Sensory, Experimental Design, Advanced Biometry (generalized linear models), Special topics in Biometry
Griffith University, 2000 - 2003
Software development, Data management, Discrete Mathematics
Current Higher Degree by Research Supervision (University of Adelaide)
Date Role Research Topic Program Degree Type Student Load Student Name 2018 Principal Supervisor Exact Inference In Linear Mixed Models of Typical Agronomy Trials Master of Philosophy Master Full Time Mrs Wendy Li 2017 Principal Supervisor Feasibility Study for Ranked Set Sampling in Typical Modern Agronomy Trials nder Different Designs Master of Philosophy Master Full Time Mr Peter Josef Kasprzak 2017 Co-Supervisor Examining the Efficiency and Voracity of Big Data in Precision Horticultural Production Doctor of Philosophy Doctorate Full Time Mr Christopher Sam De Ieso
Past Higher Degree by Research Supervision (University of Adelaide)
Date Role Research Topic Program Degree Type Student Load Student Name 2012 - 2014 Principal Supervisor Bivariate Models for the Analysis of Internal Nitrogen Use Efficiency: Mixture Models as an Exploratory Tool Master of Applied Science Master Full Time Ms Sabela Munoz Santa
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