
Overview
Background
Professor of Biometry
Research Interests:
Research at the interface between applied statistics and quantitative genetics with extensive publications on the analysis and interpretation of multi-way data from large-scale plant breeding experiments, particularly those involving genotype by environment interaction. Theory and application of pattern analysis - clustering and ordination procedures - appropriate for data collected from plant breeding experiments and/or stored in germplasm databases. Analysis, interpretation and impact of genotype x environment interaction for primary economic plant attributes (yield and quality) and data management, integration and analysis (bioinformatics).
Other Activities:
Past President of the International Biometric Society (2010-11) and the Statistical Society of Australia Incorporated (2005-07). Life member of the Statistical Society of Australia Incorporated (2010). Australian Medal for Agricultural Science from the Australian Institute of Agricultural Science and Technology (1998).
Previous Head of the School of Land, Crop and Food Sciences (2001-10).
Fellow of the Australian Academy of Technological Sciences and Engineering, Australian Institute of Company Directors, Australian Institute of Agricultural Science and Technology and Institute of Statisticians (which has merged with the Royal Statistical Society).
Member of the Board of Trustees of the International Rice Research Institute (2013-15).
Availability
- Emeritus Professor Kaye Basford is:
- Available for supervision
- Media expert
Fields of research
Qualifications
- Bachelor (Honours) of Science (Advanced), The University of Queensland
- Masters (Coursework), The University of Queensland
- Doctor of Philosophy, The University of Queensland
- Australian Academy of Technological Sciences and Engineering, Australian Academy of Technological Sciences and Engineering
- Australian Institute Of Agricultural Science and Technology, Australian Institute Of Agricultural Science and Technology
- Australian Institute of Company Directors, Australian Institute of Company Directors
- Queensland Academy of Arts and Sciences, Queensland Academy of Arts and Sciences
Works
Search Professor Kaye Basford’s works on UQ eSpace
2016
Conference Publication
Spatial analysis for trials with limited replication
Shewayrga, H., Arief, V. N., Hardner, C. M., DeLacy, I. H. and Basford, K. E. (2016). Spatial analysis for trials with limited replication. Australasian Applied Statistical Conference, Bermagui, NSW, Australia, 28 November - 2 December 2016.
2016
Conference Publication
The value of long-term multi-year multi-location trial data to evaluate risk in prediction of early cultivar performance
Arief, V., DeLacy, I., Dieters, M. and Basford, K. (2016). The value of long-term multi-year multi-location trial data to evaluate risk in prediction of early cultivar performance. 5th International Conference on Quantitative Genetics, Madison, WI, United States, 12-17 June 2016.
2016
Conference Publication
Model selection for three-mode three-way data
Hunt, L. A. and Basford, K. E. (2016). Model selection for three-mode three-way data. XXVIIIth International Biometric Conference, Victoria, BC, Canada, 9-15 July 2016.
2015
Journal Article
Application of multiple imputation for missing values in three-way three-mode multi-environment trial data
Tian, Ting, McLachlan, Geoffrey J., Dieter, Mark J. and Basford, Kaye E. (2015). Application of multiple imputation for missing values in three-way three-mode multi-environment trial data. PLoS One, 10 (12) e0144370, e0144370.1-e0144370.25. doi: 10.1371/journal.pone.0144370
2015
Journal Article
Using our worldwide networks to promote collaboration
Basford, Kaye (2015). Using our worldwide networks to promote collaboration. ATSE Focus (190), 3-4.
2015
Journal Article
Evaluating testing strategies for plant breeding field trials: redesigning a CIMMYT international wheat nursery
Arief, Vivi N., DeLacy, Ian H., Crossa, Jose, Payne, Thomas, Singh, Ravi, Braun, Hans-J., Tian, Ting, Basford, Kaye E. and Dieters, Mark J. (2015). Evaluating testing strategies for plant breeding field trials: redesigning a CIMMYT international wheat nursery. Crop Science, 55 (1), 164-177. doi: 10.2135/cropsci2014.06.0415
2015
Journal Article
A genomic selection index applied to simulated and real data
Ceron-Rojas, J. Jesus, Crossa, Jose, Arief, Vivi N., Basford, Kaye, Rutkoski, Jessica, Jarquin, Diego, Alvarado, Gregorio, Beyene, Yoseph, Semagn, Kassa and DeLacy, Ian (2015). A genomic selection index applied to simulated and real data. G3: Genes, Genomes, Genetics, 5 (10), 2155-2164. doi: 10.1534/g3.115.019869
2014
Conference Publication
Application of multiple imputation to incomplete three-way three-mode multi-environment trial data
Tian, T., McLachlan, G., Dieters, M. and Basford, K. (2014). Application of multiple imputation to incomplete three-way three-mode multi-environment trial data. International Biometric Conference, Florence (Italy), 6-11 July 2014. Florence, Italy: International Biometric Society.
2014
Book Chapter
Beyond the statistical fringe
Basford, Kaye E. (2014). Beyond the statistical fringe. Topics from Australian conferences on teaching statistics: OZCOTS 2008-2012. (pp. 59-70) edited by Helen MacGillivray, Michael A. Martin and Brian Phillips. New York, NY, United States: Springer. doi: 10.1007/978-1-4939-0603-1_5
2014
Conference Publication
Application of marker-trait association profiles in simulating plant breeding strategies
Arief, Vivi N., DeLacy, Ian H., Dieters, Mark J. and Basford, Kaye E. (2014). Application of marker-trait association profiles in simulating plant breeding strategies. 15th Australasian Plant Breeding Conference, St Kilda, Victoria, Australia, 26-29 October 2014.
2014
Journal Article
Statistics critical in securing our food supply
Basford, K. E. and Harch, B. D. (2014). Statistics critical in securing our food supply. ATSE Focus (182), 10-11.
2013
Journal Article
IBS: transformation of our governance
Basford, Kaye E. (2013). IBS: transformation of our governance. Biometrics, 69 (2), 300-300. doi: 10.1111/biom.12034
2013
Conference Publication
Three interpretations of line-mean heritability calculated from plant breeding field trials
Desmae, Haile, DeLacy, Ian, Arief, Vivi and Basford, Kaye (2013). Three interpretations of line-mean heritability calculated from plant breeding field trials. WBA Brisbane 2013: Wheat Breeding Assembly, Brisbane, QLD, Australia, 16-19 July, 2013. Brisbane, QLD, Australia:
2013
Journal Article
Using molecular marker order to compare genetic structure in plant populations undergoing selection
Arief, Vivi N., DeLacy, Ian H., Wenzl, Peter, Dreisigacker, Susanne, Crossa, Jose, Dieters, Mark J. and Basford, Kaye E. (2013). Using molecular marker order to compare genetic structure in plant populations undergoing selection. Journal of Environmental Statistics, 4 (4).
2013
Journal Article
On the classification of microarray gene-expression data
Basford, Kaye E., McLachlan, Geoffrey J. and Rathnayake, Suren I. (2013). On the classification of microarray gene-expression data. Briefings in Bioinformatics, 14 (4) bbs056, 402-410. doi: 10.1093/bib/bbs056
2013
Conference Publication
Evaluating methods of estimating missing values for three-way three-mode multi-environment trial data
Tian, Ting, McLachlan, Geoff, Dieters, Mark and Basford, Kaye (2013). Evaluating methods of estimating missing values for three-way three-mode multi-environment trial data. Biometrics by the Canals: The International Biometric Society Australasian Region Conference 2013, Mandura, WA, Australia, 1-5 December, 2013.
2013
Conference Publication
Evaluation of two-times testing for CIMMYT's international wheat nurseries
Arief, Vivi, DeLacy, Ian, Tian, Ting, Crossa, Jose, Braun, Hans-J., Basford, Kaye and Dieters, Mark (2013). Evaluation of two-times testing for CIMMYT's international wheat nurseries. WBA Brisbane 2013: Wheat Breeding Assembly, Brisbane, QLD, Australia, 16-19 July, 2013. Brisbane, QLD, Australia:
2013
Conference Publication
Model selection for the Multimix class of mixture models
Hunt, Lynette and Basford, Kaye (2013). Model selection for the Multimix class of mixture models. Biometrics by the Canals: The International Biometric Society Australasian Region Conference 2013, Mandura, WA, Australia, 1-5 December, 2013.
2012
Conference Publication
Optimised dendrogram: extracting population information using seriation to enhance hierarchical clustering
Arief, Vivi, DeLacy, Ian, Basford, Kaye and Dieters, Mark (2012). Optimised dendrogram: extracting population information using seriation to enhance hierarchical clustering. 4th International Conference on Quantitative Genetics, Edinburgh, Scotland, 17-22 June 2012.
2012
Journal Article
Adaptation analysis of diversity in adzuki germplasm introduced into Australia
Redden, R.J., Kroonenberg, P. M. and Basford, K. E. (2012). Adaptation analysis of diversity in adzuki germplasm introduced into Australia. Crop and Pasture Science, 63 (2), 142-154. doi: 10.1071/CP11327
Funding
Current funding
Past funding
Supervision
Availability
- Emeritus Professor Kaye Basford is:
- Available for supervision
Before you email them, read our advice on how to contact a supervisor.
Supervision history
Current supervision
-
Doctor Philosophy
Using statistical genetics approaches to gain insight into patterns of variation in complex traits
Principal Advisor
Other advisors: Professor Geoffrey McLachlan, Dr Vivi Arief, Dr Quan Nguyen
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Doctor Philosophy
Using statistical genetics approaches to gain insight into patterns of variation in complex traits
Principal Advisor
Other advisors: Professor Geoffrey McLachlan, Dr Vivi Arief, Dr Quan Nguyen
-
Doctor Philosophy
Examination of combined selection for grain yield and grain protein from wheat recurrent selection programs
Principal Advisor
-
Doctor Philosophy
Genetic control of physiological traits in bread wheat in response to increased temperature in MAGIC population.
Associate Advisor
Other advisors: Dr Vijaya Singh, Dr Vivi Arief
Completed supervision
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2023
Doctor Philosophy
Analysis of field data for an advanced wheat breeding population using prediction models
Principal Advisor
Other advisors: Dr Vivi Arief
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2021
Doctor Philosophy
Trends and predictors of adverse birth outcomes and infant mortality in California for the period 2005-2016
Principal Advisor
Other advisors: Dr Vivi Arief
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2019
Doctor Philosophy
Rapid Soil Development in Response to Land Use Change Case studies from the northern New South Wales Slopes, Plains and New England Tablelands
Principal Advisor
-
2016
Doctor Philosophy
Estimation of missing values in multivariate multi-environment trial data for three-way pattern analysis
Principal Advisor
Other advisors: Professor Geoffrey McLachlan
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2007
Doctor Philosophy
IMPROVING SELECTION IN SUGARCANE BREEDING PROGRAMS WITH AN APPLICATION IN BURDEKIN REGION, AUSTRALIA
Principal Advisor
-
2006
Doctor Philosophy
JOINT MODELLING OF SPATIAL VARIABILITY AND INTERPLOT COMPETITION TO IMPROVE THE EFFICIENCY OF PLANT IMPROVEMENT
Principal Advisor
-
2005
Doctor Philosophy
AN ASSESMENT OF STATISTICAL METHODOLOGIES USED IN THE ANALYSIS OF MARINE COMMUNITY DATA
Principal Advisor
-
2005
Doctor Philosophy
SIMULATING THE IMPACT OF MARKER-ASSISTED SELECTION IN A WHEAT BREEDING PROGRAM
Principal Advisor
Other advisors: Professor Mark Cooper
-
2004
Doctor Philosophy
GENOTYPIC VARIATION IN SOYBEAN FOR STRATEGIES OF DROUGHT STRESS RESPONSE
Principal Advisor
Other advisors: Professor Mark Cooper
-
2003
Doctor Philosophy
OPTIMISATION OF EXPERIMENTAL DESIGN AND ANALYSIS FOR VARIETY TRIALS TO MAXIMISE GENETIC GAIN
Principal Advisor
-
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2016
Doctor Philosophy
Genomic diversity of Brassica juncea
Associate Advisor
-
2012
Doctor Philosophy
The development and application of methods and tools for the assembly and analysis of second generation sequence data
Associate Advisor
-
2012
Master Philosophy
Statistical Models in a Heifer Management study: Testing Effects on Plasma Progesterone in Bos indicus cross cattle
Associate Advisor
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2011
Doctor Philosophy
Development and application of bioinformatics tools for computational marker discovery and the integration and visualisation of plant genetic and genomic data
Associate Advisor
-
2008
Doctor Philosophy
The availability of nitrogen in GCTB soils in the wet tropics and its impact on productivity/profitability: A systems analysis
Associate Advisor
-
2004
Doctor Philosophy
Investigating quantitative genetic issues for a pedigree plant breeding program using computer simulation
Associate Advisor
Other advisors: Professor Mark Cooper
-
2003
Doctor Philosophy
ECONOMIC IMPLICATIONS OF FACTORS AFFECTING CANE YIELD AND CCS AT TULLY
Associate Advisor
Media
Enquiries
Contact Emeritus Professor Kaye Basford directly for media enquiries about:
- Agricultural science and statistics
- Bioinformatics
- Biology and statistics
- Biometrics
- Breeding - plants
- Plant breeding
- Statistics in agricultural science
- Statistics in biology
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