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Publications by Paul Gustafson


Liu J, Gustafson P. On the detectability of different forms of interaction in regression models. Metrika. Springer; 2012; 75: 347–365. DOI: 10.1007/s00184-010-0330-8
McCandless LC, Gustafson P, Levy AR, Richardson S. Hierarchical priors for bias parameters in Bayesian sensitivity analysis for unmeasured confounding. Statistics in Medicine. 2012; 31: 383–396. DOI: 10.1002/sim.4453
Shirani A, Zhao Y, Karim ME, Evans C, Kingwell E, van der Kop ML, et al. Association between use of interferon beta and progression of disability in patients with relapsing-remitting multiple sclerosis. JAMA: The Journal of the American Medical Association [Internet]. American Medical Association; 2012; 308: 247–256. DOI: 10.1001/jama.2012.7625 URL: http://jama.jamanetwork.com/article.aspx?articleid=1217239
Gustafson P. Double-robust estimators: Slightly more Bayesian than meets the eye?. International Journal of Biostatistics. 2012; 8: issue 2, article 4. DOI: 10.2202/1557-4679.1349
Gustafson P. On the behaviour of Bayesian credible intervals in partially identified models. Electronic Journal of Statistics [Internet]. 2012; 6: 2107-2124. DOI: 10.1214/12-EJS741 URL: projecteuclid.org/euclid.ejs/1351865119
Gustafson P. Double-robust estimators: slightly more Bayesian than meets the eye?. The international journal of biostatistics. 2012; 8: 1–15. DOI: 10.2202/1557-4679.1349
MacLehose RF, Gustafson P. Is probabilistic bias analysis approximately Bayesian?. Epidemiology [Internet]. 2012; 23: 151. DOI: 10.1097/EDE.0b013e31823b539c URL: 10.1097/EDE.0b013e31823b539c
Xia M, Gustafson P. A Bayesian method for estimating prevalence in the presence of a hidden sub-population. Statistics in Medicine. Wiley Online Library; 2012; 31: 2386–2398. DOI: 10.1002/sim.5374


Espino-Hernandez G, Gustafson P, Burstyn I. Bayesian adjustment for measurement error in continuous exposures in an individually matched case-control study. BMC Medical Research Methodology [Internet]. BioMed Central Ltd; 2011; 11: 67. DOI: 10.1186/1471-2288-11-67 URL: http://www.biomedcentral.com/1471-2288/11/6
Liu J, Gustafson P. Regression with fractional polynomials when interactions are erroneously omitted. Journal of Statistical Planning and Inference. Elsevier; 2011;. DOI: 10.1016/j.jspi.2011.12.012
Gustafson P. Discussion of" Bayesian local influence for survival models," by Ibrahim, Zhu, and Tang. Lifetime data analysis. Springer Science & Business Media; 2011; 17: 71. DOI: 10.1007/s10985-010-9173-x
Gustafson P. Comment on `Transparent parameterizations of models for potential outcomes,' by Richardson, Evans, and Robins. In: Bernardo JM, Bayarri MJ, Berger JO, Dawid AP, Heckerman D, Smith AFM, et al. Bayesian Statistics 9: Proceedings of the Ninth Valencia International Meeting. Oxford University Press; 2011.


Lefebvre G, Gustafson P. Impact of outcome model misspecification on regression and doubly-robust inverse probability weighting to estimate causal effect. International Journal of Biostatistics. 2010; 6: issue 2 article 15. DOI: 10.2202/1557-4679.1207
Gustafson P, McCandless LC. Probabilistic approaches to better quantifying the results of epidemiologic studies. International Journal of Environmental Research and Public Health. 2010; 7: 1520-1539. DOI: 10.3390/ijerph7041520
Gustafson P, McCandless LC, Levy AR, Richardson S. Simplified Bayesian sensitivity analysis for mismeasured and unobserved confounders. Biometrics. 2010; 66: 1129-1137. DOI: 10.1111/j.1541-0420.2009.01377.x
Gustafson P. Bayesian inference for partially identified models. International Journal of Biostatistics. 2010; 6: issue 2 article 17. DOI: 10.2202/1557-4679.1206
Gustafson P. Bayesian inference for partially identified models. The international journal of biostatistics. 2010; 6. DOI: 10.2202/1557-4679.1206
Johnston KM, Levy AR, Lima VD, Hogg RS, Tyndall MW, Gustafson P, et al. Expanding access to HAART: a cost-effective approach for treating and preventing HIV. Aids. LWW; 2010; 24: 1929–1935. DOI: 10.1097/qad.0b013e32833af85d
Chu R, Gustafson P, Le N. Bayesian adjustment for exposure misclassification in case-control studies. Statistics in Medicine. 2010; 29: 994-1003. DOI: 10.1002/sim.3829


Gustafson P, Greenland S. Interval estimation for messy observational data. Statistical Science [Internet]. 2009; 24: 328-342. DOI: 10.1214/09-sts305 URL: http://projecteuclid.org/euclid.ss/1270041259
Hossain S, Gustafson P. Bayesian adjustment for covariate measurement errors: a flexible parametric approach. Statistics in Medicine. 2009; 28: 1580-1600. DOI: 10.1002/sim.3552
McCandless LC, Gustafson P, Austin PC. Bayesian propensity score analysis. Statistics in Medicine. 2009; 28: 94-112.
McCandless LC, Gustafson P, Austin PC, Levy A. Covariate balance in a Bayesian propensity score analysis of beta blocker therapy in heart failure patients. Epidemiological Perspectives and Innovations. BioMed Central Ltd; 2009; 6: article 5. DOI: 10.1186/1742-5573-6-5


Liu J, Gustafson P. On Average Predictive Comparisons and Interactions. International Statistical Review. 2008; 76: 419�432. DOI: 10.1111/j.1751-5823.2008.00056.x
Ferrari P, Carroll RJ, Gustafson P, Riboli E. A Bayesian multilevel model for estimating the diet/disease relationship in a multicenter study with exposures measured with error: the EPIC study. Statistics in medicine. Wiley Online Library; 2008; 27: 6037–6054. DOI: 10.1002/sim.3444
Gustafson P, Lefebvre G. Bayesian multinomial regression with class-specific predictor selection. The Annals of Applied Statistics. JSTOR; 2008;: 1478–1502. DOI: 10.1214/08-aoas188


McCandless LC, Gustafson P, Levy AR. Bayesian sensitivity analysis for unmeasured confounding in observational studies. Statistics in Medicine. 2007; 26: 2331-2347. DOI: 10.1002/sim.2711
Gustafson P, Siddarth S. Describing the dynamics of attention to TV commercials: A hierarchical Bayes analysis of the time to zap an ad. Journal of Applied statistics. Taylor & Francis; 2007; 34: 585–609. DOI: 10.1080/02664760701235279
Walker LJ, Gustafson P, Frimer JA. The application of Bayesian analysis to issues in developmental research. International Journal of Behavioral Development. Sage Publications; 2007; 31: 366–373. DOI: 10.1177/0165025407077763
MacNab YC, Gustafson P. Regression B-spline smoothing in Bayesian disease mapping: with an application to patient safety surveillance. Statistics in medicine. Wiley Online Library; 2007; 26: 4455–4474. DOI: 10.1002/sim.2868
Gustafson P. Measurement error modeling with an approximate instrumental variable. Journal of the Royal Statistical Society, Series B. 2007; 69: 797-815. DOI: 10.1111/j.1467-9868.2007.00611.x


Gustafson P, Greenland S. Curious phenomena in Bayesian adjustment for exposure misclassification. Statistics in Medicine. 2006; 25: 87-103. DOI: 10.1002/sim.2341
Gustafson P, Hossain S, MacNab YC. Conservative prior distributions for variance parameters in hierarchical models. Canadian Journal of Statistics. Wiley Online Library; 2006; 34: 377–390. DOI: 10.1002/cjs.5550340302
Synnes AR, MacNab YC, Qiu Z, Ohlsson A, Gustafson P, Dean CB, et al. Neonatal intensive care unit characteristics affect the incidence of severe intraventricular hemorrhage. Medical care. LWW; 2006; 44: 754–759. DOI: 10.1097/01.mlr.0000218780.16064.df
MacNab YC, Kmetic A, Gustafson P, Sheps S. An innovative application of Bayesian disease mapping methods to patient safety research: A Canadian adverse medical event study. Statistics in medicine. Wiley Online Library; 2006; 25: 3960–3980. DOI: 10.1002/sim.2507
Gustafson P. Sample size implications when biases are modelled rather than ignored. Journal of the Royal Statistical Society, Series A. 2006; 169: 883-902. DOI: 10.1111/j.1467-985X.2006.00436.x


Gustafson P, Hossain S, McCandless L. Innovative Bayesian methods for biostatistics and epidemiology. Handbook of Statistics. Elsevier; 2005; 25: 763–792. DOI: 10.1016/s0169-7161(05)25026-5