Chris Carter
Associate Professor
School of Economics -
BSc (Hons), Sydney | PhD, UNSW
Expertise
Bayesian statistics, time series, longitudinal data, state space models
- Bio
- Publications & Research
- Teaching & Supervision
- Grants
- Engagement
- Prizes & awards
Journal Articles
- Carter CK; Wong F; Kohn R, 2011, 'Constructing priors based on model size for nondecomposable Gaussian graphical models: A simulation based approach' Journal of Multivariate Analysis, vol. 102, pp. 871 - 883, http://dx.doi.org/10.1016/j.jmva.2011.01.001
- Sparks R; Carter C; Graham P; Muscatello D; Churches T; Kaldor J; Turner R; Zheng W; Ryan L, 2011, 'Erratum: Understanding sources of variation in syndromic surveillance for early warning of natural or intentional disease outbreaks' IIE Transactions (Institute of Industrial Engineers), vol. 43, pp. 231, http://dx.doi.org/10.1080/0740817X.2011.547782
- Sparks R; Carter C; Graham P; Muscatello D; Churches T; Kaldor J; Turner R; Zheng W; Ryan L, 2010, 'Understanding sources of variation in syndromic surveillance for early warning of natural or intentional disease outbreaks' IIE Transactions (Institute of Industrial Engineers), vol. 42, pp. 613 - 631, http://dx.doi.org/10.1080/07408170902942667
- Armstrong H; Carter CK; Wong KFK; Kohn R, 2009, 'Bayesian covariance matrix estimation using a mixture of decomposable graphical models' Statistics and Computing, vol. 19, pp. 303 - 316, http://dx.doi.org/10.1007/s11222-008-9093-8
- Sparks R; Carter C; Donnelly JB; O’Keefe CM; Duncan J; Keighley T; McAullay D, 2008, 'Remote access methods for exploratory data analysis and statistical modelling: Privacy-Preserving Analytics®' Computer Methods and Programs in Biomedicine, vol. 91, pp. 208 - 222, http://dx.doi.org/10.1016/j.cmpb.2008.04.001
- Jones B; Carvalho C; Dobra A; Hans C; Carter C; West M, 2005, 'Experiments in stochastic computation for high-dimensional graphical models' Statistical Science, vol. 20, pp. 388 - 400, http://dx.doi.org/10.1214/088342305000000304
- Wong F; Carter CK; Kohn R, 2003, 'Efficient estimation of covariance selection models' Biometrika, vol. 90, pp. 809 - 830, http://dx.doi.org/10.1093/biomet/90.4.809
- Gerlach R; Carter C; Kohn R, 2000, 'Efficient bayesian inference for dynamic mixture models' Journal of the American Statistical Association, vol. 95, pp. 819 - 828, http://dx.doi.org/10.1080/01621459.2000.10474273
- Carter CK; Kohn R, 1996, 'Semiparametric bayesian inference for time series with mixed spectra' Journal of the Royal Statistical Society. Series B: Methodological, vol. 59, pp. 255 - 268
- Carter CK; Kohn R, 1994, 'On Gibbs sampling for state space models' Biometrika, vol. 81, pp. 541 - 553, http://dx.doi.org/10.1093/biomet/81.3.541
- CARTER CK; EAGLESON GK; SILVERMAN BW, 1992, 'A comparison of the Reinsch and Speckman splines' Biometrika, vol. 79, pp. 81 - 91, http://dx.doi.org/10.1093/biomet/79.1.81
- CARTER CK; EAGLESON GK, 1992, 'A COMPARISON OF VARIANCE ESTIMATORS IN NONPARAMETRIC REGRESSION' JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-METHODOLOGICAL, vol. 54, pp. 773 - 780
- Carter C; Catlett J, 1987, 'Assessing Credit Card Applications Using Machine Learning' IEEE Expert-Intelligent Systems and their Applications, vol. 2, pp. 71 - 79, http://dx.doi.org/10.1109/MEX.1987.4307093
Conference Papers
- Carter CK; Sparks R; Donnelly J; O Keefe J; Ryan L; Duncan J, 2005, 'A framework for performing statistical analysis of unit record health data without viotating privacy and confidentiality of individuals' in A framework for performing statistical analysis of unit record health data without viotating privacy and confidentiality of individuals, 55th Session of the International Statistical Institute, Sydney Convention and Exhibition Centre, presented at 55th Session of the International Statistical Institute, Sydney Convention and Exhibition Centre, 01 January 2005
- Kwok SW; Carter C, 1990, 'Multiple decision trees' in Machine Intelligence and Pattern Recognition, vol. 9, pp. 327 - 335, presented at Machine Intelligence and Pattern Recognition, http://dx.doi.org/10.1016/B978-0-444-88650-7.50030-5