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Publications by Paul Gustafson

2005

Hanson T, Johnson W. Comment on `On model expansion, model contraction, identifiability and prior information: Two illustrative scenarios involving mismeasured variables,' by Gustafson. Statistical Science. 2005;20:131-134.
Gustafson P, Hossain S, McCandless L. Innovative Bayesian methods for biostatistics and epidemiology. Handbook of Statistics. Elsevier; 2005;25:763–792.
Gustafson P, Kazi AMR, Levy AR. Extending logistic regression to model diffuse interactions. Statistics in Medicine. 2005;24:2089-2104.

2004

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.
Gustafson P. Measurement Error and Misclassification in Statistics and Epidemiology: Impact and Bayesian Adjustments. Chapman & Hall, CRC Press; 2004.
Gustafson P, Clarke B. Decomposing posterior variance. Journal of statistical planning and inference. Elsevier; 2004;119:311–327.
MacNab YC, Farrell PJ, Gustafson P, Wen S. Estimation in Bayesian disease mapping. Biometrics. Wiley Online Library; 2004;60:865–873.
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.

2003

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, 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.

2002

Gustafson P. On the simultaneous effects of model misspecification and errors in variables. Canadian Journal of Statistics. Wiley-Blackwell; 2002;30:463–474.
Gustafson P, Le ND, Vallée M. A Bayesian approach to case–control studies with errors in covariables. Biostatistics. Biometrika Trust; 2002;3:229–243.
Gustafson P, Le ND. Comparing the effects of continuous and discrete covariate measurement error, with emphasis on the dichotomization of mismeasured predictors. Biometrics. 2002;58:878-887.

2001

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.
Walker LJ, Gustafson P, Hennig KH. The consolidation/transition model in moral reasoning development. Developmental Psychology. American Psychological Association; 2001;37:187.
Alqallaf F, Gustafson P. On cross-validation of Bayesian models. Canadian Journal of Statistics. Wiley Online Library; 2001;29:333–340.
Gustafson P, Le ND, Saskin R. Case-control analysis with partial knowledge of exposure misclassification probabilities. Biometrics. 2001;57:598-609.

2000

Gustafson P. Local robustness in Bayesian analysis. In Robust Bayesian Analysis. Springer; 2000. pp. 71–88.
Gustafson P. Bayesian regression modeling with interactions and smooth effects. Journal of the American Statistical Association. Taylor & Francis; 2000;95:795–806.
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.

1998

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.
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.

1997

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

1996

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.
Gustafson P. Local sensitivity of inferences to prior marginals. Journal of the American Statistical Association. 1996;91:774-781.
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.
Gustafson P. Model influence functions based on mixtures. Canadian Journal of Statistics. Wiley Online Library; 1996;24:535–548.
Gustafson P. Robustness considerations in Bayesian analysis. Statistical Methods in Medical Research. SAGE Publications; 1996;5:357–373.

1995

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.
Gustafson P, Wasserman L, others . Local sensitivity diagnostics for Bayesian inference. The Annals of Statistics. Institute of Mathematical Statistics; 1995;23:2153–2167.

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