Adrian Baddeley
Adrian Baddeley | |
|---|---|
| Born | May 25, 1955 Melbourne, Australia |
| Education | Australian National University University of Cambridge |
| Awards |
|
| Scientific career | |
| Fields | Statistics |
| Institutions | University of Bath University of Western Australia CSIRO Curtin University |
| Doctoral advisor | David George Kendall |
| Website | oasisapps |
Adrian John Baddeley (born May 25, 1955)[1] is a statistical scientist working in the fields of spatial statistics,[2] statistical computing, stereology[3] and stochastic geometry.
Life and career
[edit]Baddeley was born in Melbourne, Australia and educated at Eltham High School there, and studied mathematics and statistics at the Australian National University (honours supervisor: Roger Miles) and the University of Cambridge (PhD supervisor: David George Kendall). He was elected a Junior Research Fellow at Trinity College, Cambridge in the second year of his PhD. Subsequently, he worked for the University of Bath (1982–85), the CSIRO Division of Mathematics and Statistics, Sydney (1985–88), the Centrum Wiskunde & Informatica, Amsterdam, the Netherlands (1988–94), the University of Western Australia (where he was Professor of Statistics from 1994 to 2010), CSIRO Division of Mathematics, Informatics and Statistics, Perth (2010-2012), and the Centre for Exploration Targeting at the University of Western Australia (2013-2014). He is now Professor of Computational Statistics at Curtin University.
Research
[edit]Stereology
[edit]Classical methods of stereology were limited by the requirement that the cutting plane be randomly oriented. Baddeley developed an alternative technique[4] in which the cutting plane is "vertical" (parallel to a fixed axis, or perpendicular to a fixed surface) making it possible to apply quantitative microscopy to cylindrical core samples, samples of flat materials, and longitudinal sections.
Baddeley is a leading advocate of statistical ideas in stereology. With Cruz-Orive he demonstrated the role of the Horvitz-Thompson weighting principle and the Rao-Blackwell theorem in stereological sampling.[3]
Spatial statistics
[edit]Baddeley is one of the world leading specialists in point pattern analysis, a connection of stochastics and geometry applied to the analysis of (mainly) 2D point distributions in euclidean space. He has developed statistical methodologies for analyzing the structure of spatial patterns of points, including methods based on survival analysis,[5] nonparametrics,[6][7] new point process models,[8][9] model-fitting principles (i.e. 'regression analysis' for point patterns) and algorithms[10][11][12] and open-source software.[13]
Honours and awards
[edit]- John Curtin Distinguished Professor Award (2016)[14]
- Georges Matheron Lecturer (2008)
- Pitman Medal (2004)
- Hannan Medal (2001)
- Centenary Medal (2001)
- Fellow, Australian Academy of Science (elected 2000)
- Australian Mathematical Society Medal (1995)
- Prize Research Fellowship, Trinity College, Cambridge (1979)
- Smith-Knight Prize, University of Cambridge (1979)
- University Medal, Australian National University (1976)
- Statistical Society of Australia Prize, Australian National University (1976)
- Hanna Neumann Prize for Pure Mathematics, Australian National University (1976 and 1975)
References
[edit]- ^ Hazelton, Martin L.; Turner, R. (2021). "A Festschrift for Adrian Baddeley". Australian & New Zealand Journal of Statistics. 63 (1): 1–5. doi:10.1111/anzs.12322. hdl:2292/55911. ISSN 1369-1473. S2CID 238895437.
- ^ A. Baddeley, E. Rubak and R.Turner, "Spatial Point Patterns: Methodology and Applications with R", Chapman and Hall/CRC Press 2015.
- ^ a b A. Baddeley and E.B. Vedel Jensen, Stereology for Statisticians, Chapman and Hall/CRC Press 2005.
- ^ A.J. Baddeley, H.J.G. Gundersen, and L.M. Cruz-Orive. Estimation of surface area from vertical sections. Journal of Microscopy, 142:259-276, 1986
- ^ A.J. Baddeley and R.D. Gill, Kaplan-Meier estimators of interpoint distance distributions for spatial point processes. Annals of Statistics 25: 263-292, 1997.
- ^ M.N.M. van Lieshout and A.J. Baddeley, A nonparametric measure of spatial interaction in point patterns. Statistica Neerlandica 50:344-361, 1996.
- ^ A. Baddeley, J. Møller and R. Waagepetersen, Non- and semiparametric estimation of interaction in inhomogeneous point patterns, Statistica Neerlandica 54: 329-350, 2000.
- ^ A.J. Baddeley and J. Møller, Nearest-neighbour Markov point processes and random sets. International Statistical Review 57:89-121, 1989.
- ^ A.J. Baddeley and M.N.M. van Lieshout, Area-interaction point processes. Annals of the Institute of Statistical Mathematics 47:601-619, 1995.
- ^ A. Baddeley and T.R. Turner, Practical maximum pseudolikelihood for spatial point patterns. Australian and New Zealand Journal of Statistics 42:283-322, 2000
- ^ A. Baddeley, Time-invariance estimating equations. Bernoulli 6: 783-808, 2000.
- ^ A. Baddeley, J.-F. Coeurjolly, E. Rubak and R. Waagepetersen, Logistic regression for spatial Gibbs point processes. Biometrika 101:377-392, 2014.
- ^ A. Baddeley and R. Turner. Spatstat: an R package for analyzing spatial point patterns. Journal of Statistical Software 12(6):1-42, 2005. www.jstatsoft.org
- ^ "2016 Honorary Award Recipients". secretariat.curtin.edu.au. 14 February 2017. Retrieved 30 March 2024.
External links
[edit]- Adrian Baddeley
- Adrian Baddeley's former home page Archived 11 October 2014 at the Wayback Machine
- 1955 births
- Living people
- People from Melbourne
- Fellows of the Australian Academy of Science
- Spatial statisticians
- Australian National University alumni
- Alumni of the University of Cambridge
- Australian statisticians
- Academic staff of Curtin University
- Academic staff of the University of Western Australia
- Academics of the University of Bath
- CSIRO people