Prof Martin Hazelton staff profile picture

Contact details +64 (06) 356 9099  ext. 84642

Prof Martin Hazelton MA, DPhil Oxf.

Head of Institute of Fundamental Sciences

Institute of Fundamental Sciences

I am Professor of Statistics and Head of the Institute of Fundamental Sciences. 

I am interested in developing new statistical theory and methods to solve problems in network tomography, nonparametric smoothing, and spatial statistics. I am also interested in the application of statistical methods in general, but I particularly like to focus on examples arising in transportation science, epidemiology and medicine.

Professional

Qualifications

  • MA (Oxon), D.Phil (Oxon) (1993)

Research Expertise

Research Interests

  • Smoothing methods
  • Statistical modelling and inference in transportation science
  • Statistics in medicine and epidemiology

Thematics

Design – for Commerce, Community and Culture, Health and Well-being

Area of Expertise

Field of research codes
Applied Statistics (010401): Biostatistics (010402):
Civil Engineering (090500): Engineering (090000):
Epidemiology (111706):
Mathematical Sciences (010000):
Medical And Health Sciences (110000): Public Health and Health Services (111700):
Statistical Theory (010405): Statistics (010400): Stochastic Analysis and Modelling (010406):
Transport Engineering (090507)

Keywords

Statistics

Research Projects

Summary of Research Projects

Position Current Completed
Project Leader 5 7
Team Member 0 1

Current Projects

Project Title: Lattice polytope samplers: theory, methods and applications

Date Range: 2018 - 2021

Funding Body: Royal Society of New Zealand

Project Team:

Project Title: Modelling, inference and prediction for dynamic traffic networks

Date Range: 2015 - 2019

Funding Body: Royal Society of New Zealand

Project Team:

Completed Projects

Project Title: New Tools for Statistical Inference for Network-based Transportation Models

Network-based models of road traffic systems underpin a vast array of transport management and planning activities. They play a pivotal role in attempts to control traffic congestion, which is currently estimated to cost New Zealand around $1 billion per annum through its impact on the economy, the environment, and public health. For practical application, such transport models must be calibrated for the traffic system under consideration. This gives rise to a wide range of statistical inference problems. Examples include estimation patterns of travel demand over the network, calibration of microsimulation models of traffic flow, and inference for network-based vehicle emissions models. The most readily available type of data for these problems comprises traffic counts on a set of network links. However, these do not uniquely determine the route flows, leading to a statistical linear inverse problem structure. By focusing on this common structure, our aim in this project is to develop improved tools for inference with wide applicability in transportation science. In particular, we will seek methods that are computationally feasible even for very large networks, and methods that can be applied to complex modern `black box¿ models of traffic flow.
Read Project Description Hide Project Description

Date Range: 2009 - 2012

Funding Body: Marsden Fund - Full

Project Team:

Research Outputs

Journal

Watling, DP., & Hazelton, ML. (2018). Asymptotic approximations of transient behaviour for day-to-day traffic models. Transportation Research Part B: Methodological. 118, 90-105
[Journal article]Authored by: Hazelton, M.
Davies, TM., Flynn, CR., & Hazelton, ML. (2018). On the utility of asymptotic bandwidth selectors for spatially adaptive kernel density estimation. Statistics and Probability Letters. 138, 75-81
[Journal article]Authored by: Hazelton, M.
Davies, TM., Marshall, JC., & Hazelton, ML. (2018). Tutorial on kernel estimation of continuous spatial and spatiotemporal relative risk. Statistics in Medicine. 37(7), 1191-1221
[Journal article]Authored by: Hazelton, M., Marshall, J.
Betz-Stablein, B., Hazelton, ML., & Morgan, WH. (2018). Modelling retinal pulsatile blood flow from video data. Statistical Methods in Medical Research. 27(5), 1575-1584
[Journal article]Authored by: Hazelton, M.
Hazelton, ML., & Bilton, TP. (2017). Polytope samplers for network tomography. Australian and New Zealand Journal of Statistics. 59(4), 495-511
[Journal article]Authored by: Hazelton, M.
Hazelton, ML. (2017). Testing for changes in spatial relative risk. Statistics in Medicine. 36(17), 2735-2749
[Journal article]Authored by: Hazelton, M.
Lam, J., Chan, G., Morgan, WH., Hazelton, M., Betz-Stablein, B., Cringle, SJ., . . . Yu, DY. (2016). Structural characteristics of the optic nerve head influencing human retinal venous pulsations. Experimental Eye Research. 145, 341-346
[Journal article]Authored by: Hazelton, M.
Parry, K., Watling, DP., & Hazelton, ML. (2016). A new class of doubly stochastic day-to-day dynamic traffic assignment models. EURO Journal on Transportation and Logistics. 5(1), 5-23
[Journal article]Authored by: Hazelton, M., Parry, K.
Morgan, WH., Hazelton, ML., & Yu, DY. (2016). Retinal venous pulsation: Expanding our understanding and use of this enigmatic phenomenon. Progress in Retinal and Eye Research. 55, 82-107
[Journal article]Authored by: Hazelton, M.
Hazelton, ML., & Cox, MP. (2016). Bandwidth selection for kernel log-density estimation. Computational Statistics and Data Analysis. 103, 56-67
[Journal article]Authored by: Cox, M., Hazelton, M.
Davies, TM., Jones, K., & Hazelton, ML. (2016). Symmetric adaptive smoothing regimens for estimation of the spatial relative risk function. Computational Statistics and Data Analysis. 101, 12-28
[Journal article]Authored by: Hazelton, M.
Pirikahu, S., Jones, G., Hazelton, ML., & Heuer, C. (2016). Bayesian methods of confidence interval construction for the population attributable risk from cross-sectional studies. Statistics in Medicine. 35(18), 3117-3130
[Journal article]Authored by: Hazelton, M., Heuer, C., Jones, G.
Morgan, WH., House, PH., Hazelton, ML., Betz-Stablein, BD., Chauhan, BC., Viswanathan, A., . . . Yu, DY. (2016). Intraocular pressure reduction is associated with reduced venous pulsation pressure. PLoS ONE. 11(1)
[Journal article]Authored by: Hazelton, M.
Hazelton, ML., & Parry, K. (2016). Statistical methods for comparison of day-to-day traffic models. Transportation Research Part B: Methodological. 92, 22-34
[Journal article]Authored by: Hazelton, M., Parry, K.
Shao, H., Lam, WHK., Sumalee, A., & Hazelton, ML. (2015). Estimation of mean and covariance of stochastic multi-class OD demands from classified traffic counts. Transportation Research Part C: Emerging Technologies. 59, 92-110
[Journal article]Authored by: Hazelton, M.
Hazelton, ML. (2015). Network tomography for integer-valued traffic. Annals of Applied Statistics. 9(1), 474-506
[Journal article]Authored by: Hazelton, M.
Guillot, EG., Hazelton, ML., Karafet, TM., Stephen Lansing, J., Sudoyo, H., & Cox, MP. (2015). Relaxed observance of traditional marriage rules allows social connectivity without loss of genetic diversity. Molecular Biology and Evolution. 32(9), 2254-2262
[Journal article]Authored by: Cox, M., Hazelton, M.
Morgan, WH., Abdul-Rahman, A., Yu, DY., Hazelton, ML., Betz-Stablein, B., & Lind, CRP. (2015). Objective detection of retinal vessel pulsation. PLoS ONE. 10(2)
[Journal article]Authored by: Hazelton, M.
Bilton, PA., Da Campo, R., Nikzad, R., Hazelton, M., & Derrick, PJ. (2014). Interactions between naphthenic acids: Dependence on molecular structure revealed through statistical analysis of ultra-high-resolution electrospray mass spectra. European Journal of Mass Spectrometry. 20(3), 221-231
[Journal article]Authored by: Hazelton, M.
Richards, KK., Hazelton, ML., Stevenson, MA., Lockhart, CY., Pinto, J., & Nguyen, L. (2014). Using exceedance probabilities to detect anomalies in routinely recorded animal health data, with particular reference to foot-and-mouth disease in Viet Nam. Spatial and Spatio-temporal Epidemiology. 11, 125-133
[Journal article]Authored by: Hazelton, M.
Morgan, WH., Hazelton, ML., Betz-Stablein, BD., Yu, DY., Lind, CRP., Ravichandran, V., . . . House, PH. (2014). Photoplethysmographic measurement of various retinal vascular pulsation parameters and measurement of the venous phase delay. Investigative Ophthalmology and Visual Science. 55(9), 5998-6006
[Journal article]Authored by: Hazelton, M.
Shao, H., Lam, WHK., Sumalee, A., Chen, A., & Hazelton, ML. (2014). Estimation of mean and covariance of peak hour origin-destination demands from day-to-day traffic counts. Transportation Research Part B: Methodological. 68, 52-75
[Journal article]Authored by: Hazelton, M.
Smith, M., Hazelton, ML., Lo, HK., Cantarella, GE., & Watling, DP. (2014). The long term behaviour of day-to-day traffic assignment models. Transportmetrica A: Transport Science. 10(7), 647-660
[Journal article]Authored by: Hazelton, M.
Fernando, WTPS., Ganesalingam, S., & Hazelton, ML. (2014). A comparison of estimators of the geographical relative risk function. Journal of Statistical Computation and Simulation. 84(7), 1471-1485
[Journal article]Authored by: Hazelton, M.
Sarojinie Fernando, WTP., & Hazelton, ML. (2014). Generalizing the spatial relative risk function. Spatial and Spatio-temporal Epidemiology. 8, 1-10
[Journal article]Authored by: Hazelton, M.
Richards, KK., Hazelton, ML., Stevenson, MA., Lockhart, CY., Pinto, J., & Nguyen, L. (2013). Using exceedance probabilities to detect anomalies in routinely recorded animal health data, with particular reference to foot-and-mouth disease in Viet Nam. Spatial and Spatio-temporal Epidemiology.
[Journal article]Authored by: Hazelton, M.
Davies, TM., & Hazelton, ML. (2013). Assessing minimum contrast parameter estimation for spatial and spatiotemporal log-gaussian cox processes. Statistica Neerlandica. 67(4), 355-389
[Journal article]Authored by: Hazelton, M.
Davies, TM., & Hazelton, ML. (2013). Assessing minimum contrast parameter estimation for spatial and spatiotemporal log-Gaussian Cox processes. Statistica Neerlandica.
[Journal article]Authored by: Hazelton, M.
Parry, K., & Hazelton, ML. (2013). Bayesian inference for day-to-day dynamic traffic models. Transportation Research Part B: Methodological. 50, 104-115
[Journal article]Authored by: Hazelton, M., Parry, K.
Betz-Stablein, BD., Morgan, WH., House, PH., & Hazelton, ML. (2013). Spatial modeling of visual field data for assessing glaucoma progression. Investigative Ophthalmology and Visual Science. 54(2), 1544-1553
[Journal article]Authored by: Hazelton, M.
Fernando, WTPS., Ganesalingam, S., & Hazelton, ML. (2012). A comparison of estimators of the geographical relative risk function. Journal of Statistical Computation and Simulation.
[Journal article]Authored by: Hazelton, M.
Parry, K., & Hazelton, ML. (2012). Estimation of origin-destination matrices from link counts and sporadic routing data. Transportation Research Part B: Methodological. 46(1), 175-188
[Journal article]Authored by: Hazelton, M., Parry, K.
Sansoni, RL., Harvey, N., Garner, MG., Stevenson, MA., Davies, TM., Hazelton, ML., . . . Owen, K. (2011). Foot and mouth disease model verification and 'relative validation' through a formal model comparison. OIE Revue Scientifique et Technique. 30(2), 527-540
[Journal article]Authored by: Hazelton, M.
Hazelton, ML., & Turlach, BA. (2011). Semiparametric regression with shape-constrained penalized splines. Computational Statistics and Data Analysis. 55(10), 2871-2879
[Journal article]Authored by: Hazelton, M.
Davies, TM., Hazelton, ML., & Marshall, JC. (2011). sparr: Analyzing spatial relative risk using fixed and adaptive kernel density estimation in R. Journal of Statistical Software. 39(1), 1-14
[Journal article]Authored by: Hazelton, M., Marshall, J.
Hazelton, ML. (2011). Assessing log-concavity of multivariate densities. Statistics and Probability Letters. 81(1), 121-125
[Journal article]Authored by: Hazelton, M.
Hazelton, ML. (2010). Discussion on the paper by Cule, Samworth and Stewart: Maximum likelihood estimation of a multi-dimensional log-concave density. Journal of the Royal Statistical Society Series B: Statistical Methodology. 72(5), 595-596 Retrieved from http://onlinelibrary.wiley.com/doi/10.1111/j.1467-9868.2010.00753.x/pdf
[Journal article]Authored by: Hazelton, M.
Davies, TM., & Hazelton, ML. (2010). Adaptive kernel estimation of spatial relative risk. Statistics in Medicine. 29(23), 2423-2437
[Journal article]Authored by: Hazelton, M.
Sadler, RJ., Hazelton, M., Boer, MM., & Grierson, PF. (2010). Deriving state-and-transition models from an image series of grassland pattern dynamics. Ecological Modelling. 221(3), 433-444
[Journal article]Authored by: Hazelton, M.
Marshall, JC., & Hazelton, ML. (2010). Boundary kernels for adaptive density estimators on regions with irregular boundaries. Journal of Multivariate Analysis. 101(4), 949-963
[Journal article]Authored by: Hazelton, M., Marshall, J.
Hazelton, ML. (2010). Statistical inference for transit system origin-destination matrices. Technometrics. 52(2), 221-230
[Journal article]Authored by: Hazelton, M.
Hazelton, ML. (2010). Bayesian inference for network-based models with a linear inverse structure. Transportation Research Part B: Methodological. 44(5), 674-685
[Journal article]Authored by: Hazelton, M.
Hazelton, ML., & Turlach, BA. (2010). Semiparametric density deconvolution. Scandinavian Journal of Statistics. 37(1), 91-108
[Journal article]Authored by: Hazelton, M.
Hazelton, ML., & Marshall, JC. (2009). Linear boundary kernels for bivariate density estimation. Statistics and Probability Letters. 79(8), 999-1003
[Journal article]Authored by: Hazelton, M., Marshall, J.
Hazelton, ML., & Turlach, BA. (2009). Nonparametric density deconvolution by weighted kernel estimators. Statistics and Computing. 19(3), 217-228
[Journal article]Authored by: Hazelton, M.
Morgan, WH., Hazelton, ML., Balaratnasingamm, C., Chan, H., House, PH., Barry, CJ., . . . Yu, DY. (2009). The association between retinal vein ophthalmodynamometric force change and optic disc excavation. British Journal of Ophthalmology. 93(5), 594-596
[Journal article]Authored by: Hazelton, M.
Hazelton, ML., & Davies, TM. (2009). Inference based on kernel estimates of the relative risk function in geographical epidemiology. Biometrical Journal. 51(1), 98-109
[Journal article]Authored by: Hazelton, M.
Hazelton, ML. (2008). Kernel estimation of risk surfaces without the need for edge correction. Statistics in Medicine. 27(12), 2269-2272
[Journal article]Authored by: Hazelton, M.
Benschop, J., Hazelton, ML., Stevenson, MA., Dahl, J., Morris, RS., & French, NP. (2008). Descriptive spatial epidemiology of subclinical Salmonella infection in finisher pig herds: Application of a novel method of spatially adaptive smoothing. Veterinary Research. 39(1)
[Journal article]Authored by: Benschop, J., French, N., Hazelton, M.
Hazelton, ML. (2008). Statistical inference for time varying origin-destination matrices. Transportation Research Part B: Methodological. 42(6), 542-552
[Journal article]Authored by: Hazelton, M.
Trinajstic, K., & Hazelton, M. (2007). Ontogeny, phenotypic variation and phylogenetic implications of arthrodires from the Gogo Formation, Western Australia. Journal of Vertebrate Paleontology. 27(3), 571-583
[Journal article]Authored by: Hazelton, M.
Balaratnasingam, C., Morgan, WH., Hazelton, ML., House, PH., Barry, CJ., Chan, H., . . . Yu, DY. (2007). Value of retinal vein pulsation characteristics in predicting increased optic disc excavation. British Journal of Ophthalmology. 91(4), 441-444
[Journal article]Authored by: Hazelton, M.
Hazelton, ML., & Turlach, BA. (2007). Reweighted kernel density estimation. Computational Statistics and Data Analysis. 51(6), 3057-3069
[Journal article]Authored by: Hazelton, M.
Hazelton, ML. (2007). Bias reduction in kernel binary regression. Computational Statistics and Data Analysis. 51(9), 4393-4402
[Journal article]Authored by: Hazelton, M.
Jonas, JB., Morgan, WH., Hazelton, ML., Azar, SL., House, PH., Yu, DY., . . . Balaratnasingam, C. (2005). Retinal venous pulsation and glaucoma [6] (multiple letters). Ophthalmology. 112(5), 948-949
[Journal article]Authored by: Hazelton, M.
Morgan, WH., Hazelton, ML., Azar, SL., House, PH., Yu, D., Cringle, SJ., . . . Balaratnasingam, C. (2005). Author reply. Ophthalmology. 112(5), 949-949
[Journal article]Authored by: Hazelton, M.
Gurrin, LC., Scurrah, KJ., & Hazelton, ML. (2005). Tutorial in biostatistics: Spline smoothing with linear mixed models. Statistics in Medicine. 24(21), 3361-3381
[Journal article]Authored by: Hazelton, M.
Duong, T., & Hazelton, ML. (2005). Convergence rates for unconstrained bandwidth matrix selectors in multivariate kernel density estimation. Journal of Multivariate Analysis. 93(2), 417-433
[Journal article]Authored by: Hazelton, M.
Duong, T., & Hazelton, ML. (2005). Cross-validation bandwidth matrices for multivariate kernel density estimation. Scandinavian Journal of Statistics. 32(3), 485-506
[Journal article]Authored by: Hazelton, M.
Baddeley, A., Turner, R., Møller, J., & Hazelton, M. (2005). Residual analysis for spatial point processes. Journal of the Royal Statistical Society. Series B: Statistical Methodology. 67(5), 617-666
[Journal article]Authored by: Hazelton, M.
Firth, L., Hazelton, ML., & Campbell, EP. (2005). Predicting the onset of Australian winter rainfall by nonlinear classification. Journal of Climate. 18(6), 772-781
[Journal article]Authored by: Hazelton, M.
Morgan, WH., Balaratnasingam, C., Hazelton, ML., House, PH., Cringle, SJ., & Yu, DY. (2005). The force required to induce hemivein pulsation is associated with the site of maximum field loss in glaucoma. Investigative Ophthalmology and Visual Science. 46(4), 1307-1312
[Journal article]Authored by: Hazelton, M.
Hazelton, ML. (2004). Erratum: A graphical tool for assessing normality (American Statistician (2003) 57 (285-288)). American Statistician. 58(2), 178
[Journal article]Authored by: Hazelton, M.
Jones, MC. (2004). Hazelton, m. l. (2003), “a graphical tool for assessing normality,” the american statistician, 57, 285-288: Comment by jones and reply. American Statistician. 58(2), 176-177
[Journal article]Authored by: Hazelton, M.
Hazelton, ML., & Watling, DP. (2004). Computation of equilibrium distributions of Markov traffic-assignment models. Transportation Science. 38(3), 331-342
[Journal article]Authored by: Hazelton, M.
Hazelton, M. (2004). Density estimation from aggregate data. Computational Statistics. 19(3), 407-423
[Journal article]Authored by: Hazelton, M.
Hazelton, ML. (2004). Estimating vehicle speed from traffic count and occupancy data. Journal of Data Science. 2(3), 231-244
[Journal article]Authored by: Hazelton, M.
Sircombe, KN., & Hazelton, ML. (2004). Comparison of detrital zircon age distributions by kernel functional estimation. Sedimentary Geology. 171(1-4), 91-111
[Journal article]Authored by: Hazelton, M.
Morgan, WH., Hazelton, ML., Azar, SL., House, PH., Yu, DY., Cringle, SJ., . . . Balaratnasingam, C. (2004). Retinal venous pulsation in glaucoma and glaucoma suspects. Ophthalmology. 111(8), 1489-1494
[Journal article]Authored by: Hazelton, M.
Duong, T., & Hazelton, ML. (2003). Plug-in bandwidth matrices for bivariate kernel density estimation. Journal of Nonparametric Statistics. 15(1), 17-30
[Journal article]Authored by: Hazelton, M.
Gurrin, LC., Moss, TJ., Sloboda, DM., Hazelton, ML., Challis, JRG., & Newnham, JP. (2003). Uising WinBUGS to fit nonlinear mixed models with an application to pharmacokinetic modelling of insulin response to glucose challenge in sheep exposed antenatally to glucocorticoids.. J Biopharm Stat. 13(1), 117-139
[Journal article]Authored by: Hazelton, M.
Watling, DP., & Hazelton, ML. (2003). The dynamics and equilibria of day-to-day assignment models. Networks and Spatial Economics. 3(3), 349-370
[Journal article]Authored by: Hazelton, M.
Gurrin, LC., Moss, TJ., Sloboda, DM., Hazelton, ML., Challis, JRG., & Newnham, JP. (2003). Using winBUGS to fit nonlinear mixed models with an application to pharmacokinetic modelling of insulin response to glucose challenge in sheep exposed antenatally to glucocorticoids. Journal of Biopharmaceutical Statistics. 13(1), 117-139
[Journal article]Authored by: Hazelton, M.
Duong, T., & Hazelton, ML. (2003). Plug-in bandwidth matrices for bivariate kernel density estimation. Nonparametric Statistics. 15(1), 17-30
[Journal article]Authored by: Hazelton, M.
Hazelton, ML., & Gurrin, LC. (2003). A note on genetic variance components in mixed models. Genetic Epidemiology. 24(4), 297-301
[Journal article]Authored by: Hazelton, M.
Hazelton, ML. (2003). Variable kernel density estimation. Australian and New Zealand Journal of Statistics. 45(3), 271-284
[Journal article]Authored by: Hazelton, M.
Hazelton, ML. (2003). Some comments on origin-destination matrix estimation. Transportation Research Part A: Policy and Practice. 37(10), 811-822
[Journal article]Authored by: Hazelton, M.
Hazelton, ML. (2003). Total travel cost in stochastic assignment models. Networks and Spatial Economics. 3(4), 457-466
[Journal article]Authored by: Hazelton, M.
Hazelton, ML. (2003). A graphical tool for assessing normality. American Statistician. 57(4), 285-288
[Journal article]Authored by: Hazelton, M.
Hazelton, ML. (2002). Day-to-day variation in Markovian traffic assignment models. Transportation Research Part B: Methodological. 36(7), 637-648
[Journal article]Authored by: Hazelton, M.
Hazelton, ML. (2001). Inference for origin-destination matrices: Estimation, prediction and reconstruction. Transportation Research Part B: Methodological. 35(7), 667-676
[Journal article]Authored by: Hazelton, M.
Hazelton, ML. (2001). Estimation of origin-destination trip rates in Leicester. Journal of the Royal Statistical Society. Series C: Applied Statistics. 50(4), 423-433
[Journal article]Authored by: Hazelton, M.
Hazelton, ML. (2000). Marginal density estimation from incomplete bivariate data. Statistics and Probability Letters. 47(1), 75-84
[Journal article]Authored by: Hazelton, M.
Hazelton, ML. (2000). Estimation of origin-destination matrices from link flows on uncongested networks. Transportation Research Part B: Methodological. 34(7), 549-566
[Journal article]Authored by: Hazelton, M.
Hazelton, ML. (1999). An optimal local bandwidth selector for kernel density estimation. Journal of Statistical Planning and Inference. 77(1), 37-50
[Journal article]Authored by: Hazelton, M.
Hazelton, ML., & Pueschel, J. (1999). Estimation of link performance functions from incomplete flow data. Journal of Advanced Transportation. 33(3), 323-334
[Journal article]Authored by: Hazelton, M.
Hazelton, ML. (1998). Some remarks on stochastic user equilibrium. TRANSPORTATION RESEARCH PART B-METHODOLOGICAL. 32(2), 101-108
[Journal article]Authored by: Hazelton, M.
Hazelton, ML. (1998). Bias annihilating bandwidths for kernel density estimation at a point. Statistics and Probability Letters. 38(4), 305-309
[Journal article]Authored by: Hazelton, M.
Hazelton, ML. (1998). Some remarks on stochastic user equilibrium. Transportation Research Part B: Methodological. 33(2), 101-108
[Journal article]Authored by: Hazelton, M.
Hazelton, M. (1996). Bandwidth selection for local density estimators. Scandinavian Journal of Statistics. 23(2), 221-232
[Journal article]Authored by: Hazelton, M.
Hazelton, ML. (1996). Optimal rates for local bandwidth selection. Journal of Nonparametric Statistics. 7(1), 57-66
[Journal article]Authored by: Hazelton, M.
Hazelton, M. (1995). Improved Monte Carlo inference for models with additive error. Statistics and Computing. 5(4), 343-350
[Journal article]Authored by: Hazelton, M.

Book

Hazelton, ML. (2016). Kernel smoothing methods. In Handbook of Spatial Epidemiology. (pp. 195 - 207).
[Chapter]Authored by: Hazelton, M.
Hazelton, ML. (2015). Nonparametric Regression. In International Encyclopedia of the Social & Behavioral Sciences: Second Edition. (pp. 867 - 877).
[Chapter]Authored by: Hazelton, M.
Hazelton, ML. (2011). Methods of moments estimation. In M. Lovric (Ed.) International Encyclopedia of Statistical Sciences. (pp. 816 - 817). : Springer
[Chapter]Authored by: Hazelton, M.
Hazelton, ML. (2010). Univariate linear regression. In International Encyclopedia of Education. (pp. 482 - 488).
[Chapter]Authored by: Hazelton, M.

Report

French, N., Leader, D., Hazelton, M., Marshall, J., & Benschop, J. (2011). Development and application of new tools for the analysis of salmonella surveillance data identifying the spatial and temporal determinants of raised notifications in New Zealand. ( Report No. SCIG-MAS-001). New Zealand Food Safety Authority.
[Commissioned Report]Authored by: Benschop, J., French, N., Hazelton, M., Leader, D., Marshall, J.

Conference

Abdul-Rahman, A., Morgan, WH., Hazelton, ML., Betz-Stablein, B., Yu, D-Y., Chan, G., . . . Lam, J.FOURIER WAVEFORM AMPLITUDE DISTRIBUTION USING A NOVEL NON-INVASIVE METHOD OF RETINAL VASCULAR PULSE WAVEFORM ASSESSMENT. CLINICAL AND EXPERIMENTAL OPHTHALMOLOGY. (pp. 136 - 136). 1442-6404.
[Conference]Authored by: Hazelton, M.
Liao, SJ., Marshall, JC., French, NP., & Hazelton, M. (2017). Chickens in the city, cows and sheep in the country: A simple model for the source of campylobacteriosis.. Poster session presented at the meeting of 19th International Workshop on Campylobacter, Helicobacter and Related Organisms. Nantes, France
[Conference Poster]Authored by: French, N., Hazelton, M., Marshall, J.
Shao, H., Lam, WHK., Sumalee, A., & Hazelton, ML.Estimation of Mean and Covariance of Stochastic Multi-class OD Demands from Classified Traffic Counts. Transportation Research Procedia. (pp. 192 - 211). 2352-1457.
[Conference]Authored by: Hazelton, M.
Hazelton, ML.Statistical modelling and inference for spatio-temporal disease processes. Presented at Infectious Disease Research Centre Symposium
[Conference Oral Presentation]Authored by: Hazelton, M.
Hazelton, ML.Improved estimation of spatial relative risk by local smoothing. Presented at New Zealand Statistical Association Conference 2012. University of Otago, Dunedin.
[Conference Oral Presentation]Authored by: Hazelton, M.
Hazelton, ML., & Davies, TM.Improved estimation of spatial relative risk by local smoothing. Presented at Australian Statistics Conference 2012. Adelaide.
[Conference Oral Presentation]Authored by: Hazelton, M.
Hazelton, ML., Marshall, JC., Fernando, WT., & Davies, TM. (2008, September). Advances in spatial modelling of disease. Presented at The New Zealand Statistical Association 2008 Conference. University of Waikato, Hamilton, NZ.
[Conference Oral Presentation]Authored by: Hazelton, M., Marshall, J.
Benschop, J., Hazelton, ML., Stevenson, MA., Dahl, J., Morris, RS., & French, NP. (2007). Application of a novel method of spatially adaptive smoothing. Proceedings of GisVet 07. (pp. 1 - 4).
[Conference Paper in Published Proceedings]Authored by: Benschop, J., French, N., Hazelton, M.
Benschop, J., Hazelton, ML., Stevenson, MA., Dahl, J., Morris, RS., & French, NP. (2007, August). Application of a novel method of spatially adaptive smoothing. Presented at GisVet 07. Denmark.
[Conference Oral Presentation]Authored by: Benschop, J., French, N., Hazelton, M.
Hazelton, ML. (2007, July). Bias reduction for kernel estimates of density functionals. Presented at New Zealand Statistical Association 2007 Conference. University of Canterbury, Christchurch, NZ.
[Conference Oral Presentation]Authored by: Hazelton, M.
Hazelton, ML., & Turlach, BA. (2006, July). Density deconvolution by weighted kernel estimators. Presented at Australian Statistical Conference / New Zealand Statistical Association Conference. Auckland, NZ.
[Conference Oral Presentation]Authored by: Hazelton, M.
Sadler, R., Hazelton, ML., & Grierson, P. (2004). Spatio-temporal dynamics of semi-arid grasslands: Quantifying ecosystem events. Poster session presented at the meeting of Ecological Society of America 89th Annual Meeting. Portland, OR
[Conference Poster]Authored by: Hazelton, M.
Hazelton, ML. (2002, July). Variable kernel density estimation. Presented at 16th Australian Statistical Conference. Canberra, ACT.
[Conference Oral Presentation]Authored by: Hazelton, M.
Hazelton, ML., Gordon, A., & Watling, DP. (2002). A method for the estimation of time-dependent origin-destination matrices using traffic flow data on road links. Poster session presented at the meeting of European Transport Conference 2002. Homerton College, Cambridge, UK
[Conference Poster]Authored by: Hazelton, M.
Watling, DP., & Hazelton, ML. (2001, June). The macroscopic analysis of Markovian traffic assignment models. Presented at Tristan 4th Triennial Symposium on Transportation Analysis. Sao Miguel, Portugal.
[Conference Oral Presentation]Authored by: Hazelton, M.
Duong, T., & Hazelton, ML. (2001). Efficient day-to-day simulation of traffic systems with applications to the effects of pre-trip information. 8th World Congress on Intelligent Transport Systems. (pp. 1 - 8). Melbourne, VIC
[Conference Paper in Published Proceedings]Authored by: Hazelton, M.
Scurrah, KJ., Hazelton, ML., Palmer, LJ., & Burton, PR. (2001). Generalised linear mixed models for familial survival data, with application to COAG data. In B. Klein, & LK. Eds (Eds.) New Trends in Statistical Modelling: 16th International Workshop on Statistical Modelling:. (pp. 355 - 362). Odense, Denmark
[Conference Paper in Published Proceedings]Authored by: Hazelton, M.

Other

Hazelton, M. (2011). Methods of moments estimation. (pp. 816 - 817). Springer
[Other]Authored by: Hazelton, M.
Hazelton, ML. (2006, October). Statistical modelling in transportation research. In Mathematics and Statistics Teachers' Evening. Presented at Massey University, Palmerston North, NZ.
[Oral Presentation]Authored by: Hazelton, M.
Hazelton, ML. (2005). Kernel smoothing. (pp. 1012 - 1017). John Wiley and Sons
[Other]Authored by: Hazelton, M.
Hazelton, ML. (2005, November). Statistical methods in transportation research. : Statistical Society of Australia, W.A. Branch.
[Oral Presentation]Authored by: Hazelton, M.
Hazelton, ML. (2003, June). Total travel cost in stochastic traffic assignment. : University of Western Australia, Department of Information Management and Marketing.
[Oral Presentation]Authored by: Hazelton, M.
Hazelton, ML. (2001, June). Speed estimation from automatic vehicle detectors. : Statistical Society of Australia, W.A. Branch.
[Oral Presentation]Authored by: Hazelton, M.
Hazelton, ML.Statistical inference for origin-destination matrices. In Hong Kong Society for Transportation Studies.
[Oral Presentation]Authored by: Hazelton, M.

Supervision and Teaching

Summary of Doctoral Supervision

Position Current Completed
Supervisor 3 5
Co-supervisor 1 1

Courses Coordinated

Current Doctoral Supervision

Supervisor of:

  • Michael McVeagh - Doctor of Philosophy
    Efficient Markov bases for polytope sampling
  • Ahmad Mahmoodjanlou - Doctor of Philosophy
    Modelling and Inference for Dynamic Traffic Networks
  • Sih-Jing Liao - Doctor of Philosophy
    Statistical modelling of zoonotic diseases

Co-supervisor of:

  • Sarah Pirikahu - Doctor of Philosophy
    Statistical inference for population based measures of risk-reduction.

Completed Doctoral Supervision

Supervisor of:

  • 2016 - Kate Richards - Doctor of Philosophy
    Statistical tools for spatio-temporal epidemiology, with application to veterinary diseases
  • 2014 - Brigid Betz-Stablein - Doctor of Philosophy
    Applied statistical modelling and inference in ophthalmology: Analysis of visual field and video data for glaucoma patients
  • 2013 - Katharina Parry - Doctor of Philosophy
    Statistical modelling and inference for traffic networks
  • 2013 - Wattoru Fernando - Doctor of Philosophy
    Non-Parametric Estimation of Geographical Relative Risk Functions
  • 2012 - Tilman Davies - Doctor of Philosophy
    Spatial and Spatiotemporal Point Process Modelling in Epidemiology

Co-supervisor of:

  • 2015 - Elsa Guillot - Doctor of Philosophy
    Modelling the role of social structures in population genetics

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