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Publications by Paul Gustafson


Gustafson P, Kazi AMR, Levy AR. Extending logistic regression to model diffuse interactions. Statistics in Medicine. 2005; 24: 2089-2104. DOI: 10.1002/sim.2093


MacNab YC, Farrell PJ, Gustafson P, Wen S. Estimation in Bayesian disease mapping. Biometrics. Wiley Online Library; 2004; 60: 865–873. DOI: 10.1111/j.0006-341x.2004.00241.x
MacNab YC, Qiu Z, Gustafson P, Dean CB, Ohlsson A, Lee SK. Hierarchical Bayes analysis of multilevel health services data: a Canadian neonatal mortality study. Health Services and Outcomes Research Methodology. Springer; 2004; 5: 5–26. DOI: 10.1007/s10742-005-5561-1
Gustafson P, Macnab YC, Wen S. On the value of derivative evaluations and random walk suppression in Markov chain Monte Carlo algorithms. Statistics and Computing. Springer; 2004; 14: 23–38. DOI: 10.1023/b:stco.0000009413.87656.ef
Gustafson P, Clarke B. Decomposing posterior variance. Journal of statistical planning and inference. Elsevier; 2004; 119: 311–327. DOI: 10.1016/s0378-3758(02)00491-3


Gustafson P, Walker L. An extension of the Dirichlet prior for the analysis of longitudinal multinomial data. Journal of Applied Statistics. Taylor & Francis; 2003; 30: 293–310. DOI: 10.1080/0266476022000030075
Carbonetto P, De Freitas N, Gustafson P, Thompson N. Bayesian feature weighting for unsupervised learning, with application to object recognition. In Artificial Intelligence and Statistics (AI & Statistics' 03). Society for Artificial Intelligence and Statistics; 2003.
Gustafson P, Aeschliman D, Levy AR. A simple approach to fitting Bayesian survival models. Lifetime data analysis. Springer; 2003; 9: 5–19.


Gustafson P, Le ND, Vallée M. A Bayesian approach to case–control studies with errors in covariables. Biostatistics. Biometrika Trust; 2002; 3: 229–243. DOI: 10.1093/biostatistics/3.2.229
Gustafson P. On the simultaneous effects of model misspecification and errors in variables. Canadian Journal of Statistics. Wiley-Blackwell; 2002; 30: 463–474. DOI: 10.2307/3316148


Walker LJ, Gustafson P, Hennig KH. The consolidation/transition model in moral reasoning development. Developmental Psychology. American Psychological Association; 2001; 37: 187. DOI: 10.1037//0012-1649.37.2.187
Alqallaf F, Gustafson P. On cross-validation of Bayesian models. Canadian Journal of Statistics. Wiley Online Library; 2001; 29: 333–340. DOI: 10.2307/3316081
Gustafson P. On measuring sensitivity to parametric model misspecification. Journal of the Royal Statistical Society: Series B (Statistical Methodology). Wiley Online Library; 2001; 63: 81–94. DOI: 10.1111/1467-9868.00277


Gustafson P. Bayesian regression modeling with interactions and smooth effects. Journal of the American Statistical Association. Taylor & Francis; 2000; 95: 795–806. DOI: 10.2307/2669463
Gustafson P, Le ND, Vallée M. Parametric Bayesian analysis of case-control data with imprecise exposure measurements. Statistics & probability letters. Elsevier; 2000; 47: 357–363. DOI: 10.1016/s0167-7152(99)00178-9
Gustafson P. Local robustness in Bayesian analysis. In Robust Bayesian Analysis. Springer; 2000. pp. 71–88. DOI: 10.1007/978-1-4612-1306-2_4


Gustafson P. Flexible Bayesian modelling for survival data. Lifetime Data Analysis. Springer; 1998; 4: 281–299.
Gustafson P. A guided walk Metropolis algorithm. Statistics and computing. Springer; 1998; 8: 357–364.
Clarke B, Gustafson P. On the overall sensitivity of the posterior distribution to its inputs. Journal of statistical planning and inference. Elsevier; 1998; 71: 137–150. DOI: 10.1016/s0378-3758(98)00014-7


Gustafson P. Large hierarchical Bayesian analysis of multivariate survival data. Biometrics [Internet]. JSTOR; 1997;: 230–242. DOI: 10.2307/2533110 URL: www.jstor.org/stable/2533110


Gustafson P, Srinivasan C, Wasserman L. Local sensitivity analysis. Bayesian statistics. Oxford University Press; 1996; 5: 197–210.
Gustafson P. Local sensitivity of posterior expectations. Annals of Statistics. 1996; 24: 174-195. DOI: 10.1214/aos/1033066205
Gustafson P. Local sensitivity of inferences to prior marginals. Journal of the American Statistical Association. 1996; 91: 774-781. DOI: 10.2307/2291672
Gustafson P. Aspects of Bayesian Robustness in Hierarchical Models [With Discussion and Rejoinder]. Lecture Notes-Monograph Series. JSTOR; 1996;: 63–80.
Gustafson P. The effect of mixing-distribution misspecification in conjugate mixture models. Canadian Journal of Statistics. Wiley Online Library; 1996; 24: 307–318. DOI: 10.2307/3315741
Gustafson P. Model influence functions based on mixtures. Canadian Journal of Statistics. Wiley Online Library; 1996; 24: 535–548. DOI: 10.2307/3315332
Gustafson P. Robustness considerations in Bayesian analysis. Statistical Methods in Medical Research. SAGE Publications; 1996; 5: 357–373. DOI: 10.1177/096228029600500403


Gustafson P, Wasserman L, others . Local sensitivity diagnostics for Bayesian inference. The Annals of Statistics. Institute of Mathematical Statistics; 1995; 23: 2153–2167. DOI: 10.1214/aos/1034713652
Gustafson P. A Bayesian analysis of bivariate survival data from a multicentre cancer clinical trial. Statistics in medicine. Wiley Online Library; 1995; 14: 2523–2535. DOI: 10.1002/sim.4780142303