JabRef references

Author	Title	Year	Journal/Proceedings	Reftype	DOI/URL
Campbell, H. and Gustafson, P.	Defining a Credible Interval Is Not Always Possible with “Point-Null” Priors: A Lesser-Known Correlate of the Jeffreys-Lindley Paradox	2024	Bayesian Analysis Vol. early-view	article	DOI
Campbell, H. and Gustafson, P.	The Bayes factor, HDI-ROPE, and frequentist equivalence tests can all be reverse engineered—Almost exactly—From one another: Reply to Linde et al.(2021).	2024	Psychological Methods Vol. early-view	article	DOI
Homayra, F., Enns, B., Min, J.E., Kurz, M., Bach, P., Bruneau, J., Greenland, S., Gustafson, P., Karim, M.E., Korthuis, P.T. and others	Comparative Analysis of Instrumental Variables on the Assignment of Buprenorphine/Naloxone or Methadone for the Treatment of Opioid Use Disorder	2024	Epidemiology Vol. 35(2), pp. 218-231	article	DOI
Slater, J.J., Bansal, A., Campbell, H., Rosenthal, J.S., Gustafson, P. and Brown, P.E.	A Bayesian approach to estimating COVID-19 incidence and infection fatality rates	2024	Biostatistics Vol. early-view	article	DOI
Boe, L.A., Shaw, P.A., Midthune, D., Gustafson, P., Kipnis, V., Park, E., Sotres-Alvarez, D., Freedman, L., of the STRATOS Initiative, o.b.o.t.M.E. and Group, M.T.	Issues in Implementing Regression Calibration Analyses	2023	American Journal of Epidemiology Vol. 192(8), pp. 1406-1414	article	DOI
Campbell, H. and Gustafson, P.	Bayes factors and posterior estimation: Two sides of the very same coin	2023	The American Statistician Vol. 77(3), pp. 248-258	article	DOI
Daly-Grafstein, D. and Gustafson, P.	Combining parametric and nonparametric models to estimate treatment effects in observational studies	2023	Biometrics Vol. 79(3), pp. 1986-1995	article	DOI
Guerra-Alejos, B.C., Kurz, M., Min, J.E., Dale, L.M., Piske, M., Bach, P., Bruneau, J., Gustafson, P., Hu, X.J., Kampman, K. and others	Comparative effectiveness of urine drug screening strategies alongside opioid agonist treatment in British Columbia, Canada: a population-based observational study protocol	2023	BMJ open Vol. 13(5), pp. e068729	article	DOI
Gustafson, P.	Parameter Restrictions for the Sake of Identification: Is There Utility in Asserting That Perhaps a Restriction Holds?	2023	Statistical Science Vol. 38(3), pp. 477-489	article	DOI
de Jong, V.M., Campbell, H., Maxwell, L., Jaenisch, T., Gustafson, P. and Debray, T.P.	Adjusting for misclassification of an exposure in an individual participant data meta-analysis	2023	Research Synthesis Methods Vol. 14(2), pp. 193-210	article	DOI
Muñoz, J., Hufstedler, H., Gustafson, P., Bärnighausen, T., De Jong, V.M. and Debray, T.P.	Dealing with missing data using the Heckman selection model: methods primer for epidemiologists	2023	International Journal of Epidemiology Vol. 52(1), pp. 5-13	article	DOI
Sadatsafavi, M., Lee, T.Y., Wynants, L., Vickers, A.J. and Gustafson, P.	Value-of-Information Analysis for External Validation of Risk Prediction Models	2023	Medical Decision Making Vol. 43(5), pp. 564-575	article	DOI
Xia, Y., Gustafson, P. and Sadatsafavi, M.	Methodological concerns about “concordance-statistic for benefit” as a measure of discrimination in predicting treatment benefit	2023	Diagnostic and Prognostic Research Vol. 7(1), pp. 10	article	DOI
Yoon Lee, T., Gustafson, P., Sadatsafavi, M. and Network, C.R.R.	Closed-Form Solution of the Unit Normal Loss Integral in 2 Dimensions, with Application in Value-of-Information Analysis	2023	Medical Decision Making Vol. 43(5), pp. 621-626	article	DOI
Campbell, H., de Valpine, P., Maxwell, L., de Jong, V.M., Debray, T.P., Jaenisch, T. and Gustafson, P.	Bayesian adjustment for preferential testing in estimating infection fatality rates, as motivated by the COVID-19 pandemic	2022	The Annals of Applied Statistics Vol. 16(1), pp. 436-459	article	DOI
Hufstedler, H., Rahman, S., Danzer, A.M., Goymann, H., de Jong, V.M., Campbell, H., Gustafson, P., Debray, T.P., Jaenisch, T., Maxwell, L. and others	Systematic Review Reveals Lack of Causal Methodology Applied to Pooled Longitudinal Observational Infectious Disease Studies	2022	Journal of clinical epidemiology Vol. 145, pp. 29-38	article	DOI
Campbell, H. and Gustafson, P.	Inferring the COVID-19 infection fatality rate in the community-dwelling population: a simple Bayesian evidence synthesis of seroprevalence study data and imprecise mortality data	2021	Epidemiology & Infection, pp. 1-29	article	DOI
Campbell, H., de Jong, V.M., Maxwell, L., Jaenisch, T., Debray, T.P. and Gustafson, P.	Measurement error in meta-analysis (MEMA)—A Bayesian framework for continuous outcome data subject to non-differential measurement error	2021	Research Synthesis Methods Vol. 12(6), pp. 796-815	article	DOI
Gustafson, P.	To bound or not to bound: is that the question?	2021	Epidemiology Vol. 32(5), pp. 635-637	article	DOI
Gustafson, P.	The impact of unacknowledged measurement error	2021	Handbook of measurement error models, pp. 37-52	incollection	DOI
Gustafson, P.	Invited commentary: toward better bias analysis	2021	American Journal of Epidemiology Vol. 190(8), pp. 1613-1616	article	DOI
Gustafson, P.	Partial learning of misclassification parameters	2021	Handbook of Measurement Error Models, pp. 71-84	incollection	DOI
Hufstedler, H., Matthay, E.C., Rahman, S., de Jong, V.M., Campbell, H., Gustafson, P., Debray, T., Jaenisch, T., Maxwell, L. and Bärnighausen, T.	Current trends in the application of causal inference methods to pooled longitudinal observational infectious disease studies—A protocol for a methodological systematic review	2021	Plos one Vol. 16(4), pp. e0250778	article	DOI
Burstyn, I., Goldstein, N.D. and Gustafson, P.	Towards reduction in bias in epidemic curves due to outcome misclassification through Bayesian analysis of time-series of laboratory test results: Case study of COVID-19 in Alberta, Canada and Philadelphia, USA	2020	BMC medical research methodology Vol. 20, pp. 1-10	article	DOI
Keogh, R.H., Shaw, P.A., Gustafson, P., Carroll, R.J., Deffner, V., Dodd, K.W., Küchenhoff, H., Tooze, J.A., Wallace, M.P., Kipnis, V. and others	STRATOS guidance document on measurement error and misclassification of variables in observational epidemiology: Part 1—Basic theory and simple methods of adjustment	2020	Statistics in Medicine	article
Sadatsafavi, M., Mansournia, M.A. and Gustafson, P.	A threshold-free summary index for quantifying the capacity of covariates to yield efficient treatment rules	2020	Statistics in Medicine Vol. 39(9), pp. 1362-1373	article
Shaw, P.A., Gustafson, P., Carroll, R.J., Deffner, V., Dodd, K.W., Keogh, R.H., Kipnis, V., Tooze, J.A., Wallace, M.P., Küchenhoff, H. and others	STRATOS guidance document on measurement error and misclassification of variables in observational epidemiology: Part 2—More complex methods of adjustment and advanced topics	2020	Statistics in Medicine	article
Burstyn, I., Barone-Adesi, F., De Vocht, F. and Gustafson, P.	What to do when accumulated exposure affects health but only its duration was measured? A case of linear regression	2019	International Journal of Environmental Research and Public Health Vol. 16(11), pp. 1896	article	DOI
Campbell, H. and Gustafson, P.	The world of research has gone berserk: Modeling the consequences of requiring “greater statistical stringency” for scientific publication	2019	The American Statistician Vol. 73(sup1), pp. 358-373	article	DOI
Gustafson, P. and Karim, M.E.	When exposure is subject to nondifferential misclassification, are validation data helpful in testing for an exposure--disease association?	2019	Canadian Journal of Statistics Vol. 47(2), pp. 222-237	article	DOI
Gustafson, R., Gustafson, P. and Daly, P.	Reconciling randomized trial evidence on proximal versus distal outcomes, with application to trials of influenza vaccination for healthcare workers	2019	Statistics in Medicine Vol. 38(22), pp. 4323-4333	article	DOI
Högg, T., Zhao, Y., Gustafson, P., Petkau, J., Fisk, J., Marrie, R.A. and Tremlett, H.	Adjusting for differential misclassification in matched case-control studies utilizing health administrative data	2019	Statistics in Medicine Vol. 38(19), pp. 3669-3681	article	DOI
Hollman, H., Ezzat, A., Esculier, J.-F., Gustafson, P. and Scott, A.	Effects of tailored advice on injury prevention knowledge and behaviours in runners: secondary analysis from a randomised controlled trial	2019	Physical Therapy in Sport Vol. 37, pp. 164-170	article	DOI
Liu, Y., Kim, C., Wu, A.D., Gustafson, P. and Kroc, E.	Investigating the performance of propensity score approaches for differential item functioning analysis	2019	Journal of Modern Applied Statistical Methods Vol. 18	article	DOI
Luo, H., Cohen Freue, G.V., Zhao, X., Bouchard-Côté, A., Burstyn, I. and Gustafson, P.	New perspective on the benefits of the gene--environment independence in case--control studies	2019	Canadian Journal of Statistics Vol. 47(3), pp. 473-486	article	DOI
Salway, T., Plöderl, M., Liu, J. and Gustafson, P.	Effects of multiple forms of information bias on estimated prevalence of suicide attempts by sexual orientation: An application of a Bayesian misclassification correction method to data from a systematic review	2019	American Journal of Epidemiology Vol. 188, pp. 239-249	article	DOI
Shupler, M., Hystad, P., Gustafson, P., Rangarajan, S., Mushtaha, M., Jayachtria, K., Mony, P.K., Mohan, D., Kumar, P., Lakshmi, P. and others	Household, community, sub-national and country-level predictors of primary cooking fuel switching in nine countries from the PURE study	2019	Environmental Research Letters Vol. 14(8), pp. 085006	article	DOI
Wilder-Smith, A., Wei, Y., de Araújo, T.V.B., VanKerkhove, M., Martelli, C.M.T., Turchi, M.D., Teixeira, M., Tami, A., Souza, J., Sousa, P., Gustafson, P. and others	Understanding the relation between Zika virus infection during pregnancy and adverse fetal, infant and child outcomes: a protocol for a systematic review and individual participant data meta-analysis of longitudinal studies of pregnant women and their infants and children	2019	BMJ open Vol. 9(6), pp. e026092	article	DOI
Burstyn, I., Gustafson, P., Pintos, J., Lavoué, J. and Siemiatycki, J.	Correction of odds ratios in case-control studies for exposure misclassification with partial knowledge of the degree of agreement among experts who assessed exposures	2018	Occup Environ Med Vol. 75, pp. 155-159	article	DOI
Campbell, H and Gustafson, P	The validity and efficiency of hypothesis testing in observational studies with time-varying exposures	2018	Observational Studies Vol. 4, pp. 260-291	article	DOI
Campbell, H. and Gustafson, P.	Conditional equivalence testing: An alternative remedy for publication bias	2018	PloS one Vol. 13(4), pp. e0195145	article	DOI
Gustafson, P. and McCandless, L.C.	When Is a Sensitivity Parameter Exactly That?	2018	Statistical Science Vol. 33(1), pp. 86-95	article	DOI
Karim, M.E., Petkau, J., Gustafson, P., Platt, R.W., Tremlett, H. and Group, B.S.	Comparison of statistical approaches dealing with time-dependent confounding in drug effectiveness studies	2018	Statistical methods in medical research Vol. 27(6), pp. 1709-1722	article	DOI
Moradzadeh, R., Mansournia, M.A., Baghfalaki, T., Nadrian, H., Gustafson, P. and McCandless, L.C.	The impact of maternal smoking during pregnancy on childhood asthma: adjusted for exposure misclassification; results from the National Health and Nutrition Examination Survey, 2011--2012	2018	Annals of Epidemiology Vol. 28, pp. 697-703	article	DOI
Sadatsafavi, M., Gustafson, P., Zafari, Z. and Sin, D.D.	Relative impact characteristic curve: a graphical tool to visualize and quantify the clinical utility and population-level consequences of implementing markers	2018	Annals of epidemiology Vol. 28, pp. 717-723	article	DOI
Shupler, M., Godwin, W., Frostad, J., Gustafson, P., Arku, R.E. and Brauer, M.	Global estimation of exposure to fine particulate matter (PM2. 5) from household air pollution	2018	Environment international Vol. 120, pp. 354-363	article	DOI
Xia, M. and Gustafson, P.	Bayesian inference for unidirectional misclassification of a binary response trait	2018	Statistics in Medicine Vol. 37(6), pp. 933-947	article	DOI
Béliveau, A., Goring, S., Platt, R.W. and Gustafson, P.	Network meta-analysis of disconnected networks: How dangerous are random baseline treatment effects?	2017	Research synthesis methods Vol. 8(4), pp. 465-474	article
Högg, T., Petkau, J., Zhao, Y., Gustafson, P., Wijnands, J.M. and Tremlett, H.	Bayesian analysis of pair-matched case-control studies subject to outcome misclassification	2017	Statistics in medicine Vol. 36(26), pp. 4196-4213	article	DOI
Islam, N., Krajden, M., Gilbert, M., Gustafson, P., Yu, A., Kuo, M., Chong, M., Alvarez, M., Wong, J., Tyndall, M.W. and others	Role of primary T-cell immunodeficiency and hepatitis B coinfection on spontaneous clearance of hepatitis C: The BC Hepatitis Testers Cohort	2017	Journal of viral hepatitis Vol. 24(5), pp. 421-429	article
Islam, N., Krajden, M., Shoveller, J., Gustafson, P., Gilbert, M., Buxton, J.A., Wong, J., Tyndall, M.W., Janjua, N.Z., Cohort, B.C.H.T. and others	Incidence, risk factors, and prevention of hepatitis C reinfection: a population-based cohort study	2017	The Lancet Gastroenterology & Hepatology Vol. 2(3), pp. 200-210	article
Islam, N., Krajden, M., Shoveller, J., Gustafson, P., Gilbert, M., Wong, J., Tyndall, M.W. and Janjua, N.Z.	Hepatitis C cross-genotype immunity and implications for vaccine development	2017	Scientific reports Vol. 7(1), pp. 12326	article
Karim, M.E., Petkau, J., Gustafson, P., Tremlett, H. and Group, T.B.S.	On the application of statistical learning approaches to construct inverse probability weights in marginal structural cox models: hedging against weight-model misspecification	2017	Communications in Statistics-Simulation and Computation Vol. 46(10), pp. 7668-7697	article
McCandless, L.C. and Gustafson, P.	A comparison of Bayesian and Monte Carlo sensitivity analysis for unmeasured confounding	2017	Statistics in Medicine Vol. 36(18), pp. 2887-2901	article
Meng, V.Y. and Gustafson, P.	Inferring population size: extending the multiplier method to incorporate multiple traits with a likelihood-based approach	2017	Stat Vol. 6(1), pp. 4-13	article	DOI
Falasinnu, T., Gilbert, M., Gustafson, P. and Shoveller, J.	A validation study of a clinical prediction rule for screening asymptomatic chlamydia and gonorrhoea infections among heterosexuals in British Columbia	2016	Sexually transmitted infections Vol. 92(1), pp. 12-18	article	DOI
Falasinnu, T., Gilbert, M., Gustafson, P. and Shoveller, J.	An assessment of population-based screening guidelines versus clinical prediction rules for chlamydia and gonorrhea case finding	2016	Preventive medicine Vol. 89, pp. 51-56	article	DOI
Goring, S., Gustafson, P., Liu, Y., Saab, S., Cline, S. and Platt, R.	Disconnected by design: analytic approach in treatment networks having no common comparator	2016	Research synthesis methods	article	DOI
Karim, M.E. and Gustafson, P.	Hypothesis Testing for an Exposure--Disease Association in Case--Control Studies Under Nondifferential Exposure Misclassification in the Presence of Validation Data: Bayesian and Frequentist Adjustments	2016	Statistics in Biosciences, pp. 1-19	article	DOI
Karim, M.E., Gustafson, P., Petkau, J. and Tremlett, H.	Comparison of Statistical Approaches for Dealing With Immortal Time Bias in Drug Effectiveness Studies	2016	American Journal of Epidemiology, pp. kwv445	article	DOI
Liu, J., Gustafson, P. and Huo, D.	Bayesian adjustment for the misclassification in both dependent and independent variables with application to a breast cancer study	2016	Statistics in Medicine	article	DOI
Xia, M. and Gustafson, P.	Bayesian regression models adjusting for unidirectional covariate misclassification	2016	Canadian Journal of Statistics Vol. 44(2), pp. 198-218	article	DOI
Zhang, T., Kingwell, E., De Jong, H.J., Zhu, F., Zhao, Y., Carruthers, R., Petkau, J., Gustafson, P., Oger, J. and Tremlett, H.	Association between the use of selective serotonin reuptake inhibitors and multiple sclerosis disability progression	2016	Pharmacoepidemiology and Drug Safety	article	DOI
Etminan, M., Luo, H. and Gustafson, P.	Risk of intracranial hypertension with intrauterine levonorgestrel	2015	Therapeutic advances in drug safety Vol. 6(3), pp. 110-113	article	DOI
Gustafson, P.	Bayesian Inference for Partially Identified Models: Exploring the Limits of Limited Data	2015		book	DOI
Gustafson, P.	Discussion of ``On Bayesian Estimation of Marginal Structural Models''	2015	Biometrics Vol. 71(2), pp. 291-293	article	DOI
Luo, H., Burstyn, I. and Gustafson, P.	Gene-enviroment Independence in case-control studies: Issues of parameterization and Bayesian inference	2015	Statistics in Biosciences	article	DOI
Shirani, A., Zhao, Y., Petkau, J., Gustafson, P., Karim, M.E., Evans, C., Kingwell, E., van der Kop, M.L., Oger, J. and Tremlett, H.	Multiple Sclerosis in Older Adults: The Clinical Profile and Impact of Interferon Beta Treatment	2015	BioMed research international Vol. 2015	article	DOI
Zhang, T., Shirani, A., Zhao, Y., Karim, M., Gustafson, P., Petkau, J., Evans, C., Kingwell, E., Kop, M., Zhu, F. and others	Beta-interferon exposure and onset of secondary progressive multiple sclerosis	2015	European Journal of Neurology Vol. 22(6), pp. 990-1000	article	DOI
Evans, C., Zhu, F., Kingwell, E., Shirani, A., Kop, M.L., Petkau, J., Gustafson, P., Zhao, Y., Oger, J. and Tremlett, H.	Association between beta-interferon exposure and hospital events in multiple sclerosis	2014	Pharmacoepidemiology and drug safety Vol. 23(11), pp. 1213-1222	article	DOI
Falasinnu, T., Gilbert, M., Gustafson, P. and Shoveller, J.	Deriving and validating a risk estimation tool for screening asymptomatic chlamydia and gonorrhea	2014	Sexually transmitted diseases Vol. 41(12), pp. 706-712	article	DOI
Falasinnu, T., Gilbert, M., Salway, T.H., Gustafson, P., Ogilvie, G. and Shoveller, J.	Predictors identifying those at increased risk for STDs: a theory-guided review of empirical literature and clinical guidelines	2014	International journal of STD & AIDS, pp. 0956462414555930	article	DOI
Falasinnu, T., Gustafson, P., Hottes, T.S., Gilbert, M., Ogilvie, G. and Shoveller, J.	A critical appraisal of risk models for predicting sexually transmitted infections	2014	Sexually transmitted diseases Vol. 41(5), pp. 321-330	article	DOI
Gustafson, P.	Bayesian inference in partially identified models: Is the shape of the posterior distribution useful?	2014	Electronic Journal of Statistics Vol. 8, pp. 476-496	article	DOI
Gustafson, P.	Bayesian Statistical Methodology for Observational Health Sciences Data	2014	Statistics in Action: A Canadian Outlook, pp. 163	article	DOI
Gustafson, P. and Greenland, S.	Misclassification	2014	Handbook of Epidemiology, pp. 639-658	incollection	DOI
Gustafson, P. and McCandless, L.	Commentary: Priors, Parameters, and Probability: A Bayesian Perspective on Sensitivity Analysis	2014	Epidemiology Vol. 25(6), pp. 910-912	article
Karim, M.E., Gustafson, P., Petkau, J., Zhao, Y., Shirani, A., Kingwell, E., Evans, C., van der Kop, M., Oger, J. and Tremlett, H.	Marginal Structural Cox Models for Estimating the Association Between β-Interferon Exposure and Disease Progression in a Multiple Sclerosis Cohort	2014	American journal of epidemiology Vol. 180(2), pp. 160-171	article	DOI
Shirani, A., Zhao, Y., Karim, M., Petkau, J., Gustafson, P., Evans, C., Kingwell, E., Kop, M., Oger, J. and Tremlett, H.	Investigation of heterogeneity in the association between interferon beta and disability progression in multiple sclerosis: an observational study	2014	European Journal of Neurology Vol. 21(6), pp. 835-844	article	DOI
Sighoko, D., Liu, J., Hou, N., Gustafson, P. and Huo, D.	Discordance in hormone receptor status among primary, metastatic, and second primary breast cancers: biological difference or misclassification?	2014	The oncologist Vol. 19(6), pp. 592-601	article	DOI
Wang, D. and Gustafson, P.	On the Impact of Misclassification in an Ordinal Exposure Variable	2014	Epidemiologic Methods Vol. 3(1), pp. 97-106	article	DOI
Xia, M. and Gustafson, P.	Bayesian sensitivity analyses for hidden sub-populations in weighted sampling	2014	Canadian Journal of Statistics Vol. 42(3), pp. 436-450	article	DOI
Burstyn, I., de Vocht, F. and Gustafson, P.	What do measures of agreement (κ) tell us about quality of exposure assessment? Theoretical analysis and numerical simulation	2013	BMJ open Vol. 3(12), pp. e003952	article	DOI
Falasinnu, T., Gustafson, P., Gilbert, M. and Shoveller, J.	Risk prediction in sexual health contexts: Protocol	2013	JMIR research protocols Vol. 2(2)	article	DOI
Gustafson, P.	Bayesian Analysis of Frailty Models	2013	Handbook of Survival Analysis, pp. 475	article
Gustafson, P., Gilbert, M., Xia, M., Michelow, W., Robert, W., Trussler, T., McGuire, M., Paquette, D., Moore, D.M. and Gustafson, R.	Impact of Statistical Adjustment for Frequency of Venue Attendance in a Venue-based Survey of Men Who Have Sex With Men	2013	American Journal of Epidemiology Vol. 177(10), pp. 1157-1164	article	DOI
Luo, H., Burstyn, I. and Gustafson, P.	Investigations of Gene-Disease Associations: Costs and Benefits of Environmental Data	2013	Epidemiology Vol. 24(4), pp. 562-568	article	DOI
Shirani, A., Zhao, Y., Karim, M.E., Evans, C., Kingwell, E., van der Kop, M.L., Oger, J., Gustafson, P., Petkau, J. and Tremlett, H.	Interferon beta and long-term disability in multiple sclerosis	2013	JAMA neurology Vol. 70(5), pp. 651-653	article	DOI
Xing, L., Burstyn, I., Richardson, D.B. and Gustafson, P.	A comparison of Bayesian hierarchical modeling with group-based exposure assessment in occupational epidemiology	2013	Statistics in medicine	article	DOI URL
Cubranic, D. and Gustafson, P.	SBSA: Simplified Bayesian Sensitivity Analysis	2012		manual	URL
Gustafson, P.	Double-robust estimators: Slightly more Bayesian than meets the eye?	2012	International Journal of Biostatistics Vol. 8, pp. issue 2, article 4	article	DOI
Gustafson, P.	On the behaviour of Bayesian credible intervals in partially identified models	2012	Electronic Journal of Statistics Vol. 6, pp. 2107-2124	article	DOI URL
Liu, J. and Gustafson, P.	On the detectability of different forms of interaction in regression models	2012	Metrika Vol. 75(3), pp. 347-365	article	DOI
MacLehose, R. and Gustafson, P.	Is probabilistic bias analysis approximately Bayesian?	2012	Epidemiology Vol. 23(1), pp. 151	article	DOI URL
McCandless, L.C., Gustafson, P., Levy, A.R. and Richardson, S.	Hierarchical priors for bias parameters in Bayesian sensitivity analysis for unmeasured confounding	2012	Statistics in Medicine Vol. 31(4), pp. 383-396	article	DOI
Shirani, A., Zhao, Y., Karim, M., Evans, C., Kingwell, E., van der Kop, M., Oger, J., Gustafson, P., Petkau, J. and Tremlett, H.	Association between use of interferon beta and progression of disability in patients with relapsing-remitting multiple sclerosis	2012	JAMA: The Journal of the American Medical Association Vol. 308(3), pp. 247-256	article	DOI URL
Wang, D., Shen, T. and Gustafson, P.	Partial Identification arising from nondifferential exposure misclassification: How informative are data on the unlikely, maybe, and likely exposed?	2012	International Journal of Biostatistics Vol. 8, pp. issue 1, article 31	article	DOI URL
Xia, M. and Gustafson, P.	A Bayesian method for estimating prevalence in the presence of a hidden sub-population	2012	Statistics in Medicine Vol. 31(21), pp. 2386-2398	article	DOI
Espino-Hernandez, G., Gustafson, P. and Burstyn, I.	Bayesian adjustment for measurement error in continuous exposures in an individually matched case-control study	2011	BMC Medical Research Methodology Vol. 11(1), pp. 67	article	DOI URL
Gustafson, P.	Comment on `Transparent parameterizations of models for potential outcomes,' by Richardson, Evans, and Robins	2011	Bayesian Statistics 9: Proceedings of the Ninth Valencia International Meeting	inproceedings
Gustafson, P.	Discussion of" Bayesian local influence for survival models," by Ibrahim, Zhu, and Tang	2011	Lifetime data analysis Vol. 17(1), pp. 71	article	DOI
Gustafson, P. and Burstyn, I.	"Bayesian inference of gene-environment interaction from incomplete data: What happens when information on environment is disjoint from data on gene and disease?	2011	Statistics in Medicine Vol. 30, pp. 877-889	article	DOI URL
Hossain, S. and Gustafson, P.	Assessing large sample bias in misspecified model scenarios with reference to exposure model misspecification in errors-in-variable regression: A new computational approach	2011	Journal of Statistical Planning and Inference Vol. 141(3), pp. 1161-1169	article	DOI
Liu, J. and Gustafson, P.	Regression with fractional polynomials when interactions are erroneously omitted	2011	Journal of Statistical Planning and Inference	article	DOI
Chu, R., Gustafson, P. and Le, N.	Bayesian adjustment for exposure misclassification in case-control studies	2010	Statistics in Medicine Vol. 29, pp. 994-1003	article	DOI
Gustafson, P.	Bayesian inference for partially identified models	2010	International Journal of Biostatistics Vol. 6, pp. issue 2 article 17	article	DOI
Gustafson, P.	Bayesian inference for partially identified models	2010	The international journal of biostatistics Vol. 6(2)	article	DOI
Gustafson, P. and McCandless, L.C.	Probabilistic approaches to better quantifying the results of epidemiologic studies	2010	International Journal of Environmental Research and Public Health Vol. 7, pp. 1520-1539	article	DOI
Gustafson, P., McCandless, L.C., Levy, A.R. and Richardson, S.	Simplified Bayesian sensitivity analysis for mismeasured and unobserved confounders	2010	Biometrics Vol. 66, pp. 1129-1137	article	DOI
Johnston, K.M., Levy, A.R., Lima, V.D., Hogg, R.S., Tyndall, M.W., Gustafson, P., Briggs, A. and Montaner, J.S.	Expanding access to HAART: a cost-effective approach for treating and preventing HIV	2010	Aids Vol. 24(12), pp. 1929-1935	article	DOI
Lefebvre, G. and Gustafson, P.	Impact of outcome model misspecification on regression and doubly-robust inverse probability weighting to estimate causal effect	2010	The international journal of biostatistics Vol. 6(2)	article	DOI
Lefebvre, G. and Gustafson, P.	Impact of outcome model misspecification on regression and doubly-robust inverse probability weighting to estimate causal effect	2010	International Journal of Biostatistics Vol. 6, pp. issue 2 article 15	article	DOI
Gustafson, P.	What are the limits of posterior distributions arising from nonidentified models, and why should we care?	2009	Journal of the American Statistical Association Vol. 104, pp. 1682-1695	article	DOI URL
Gustafson, P. and Greenland, S.	Interval estimation for messy observational data	2009	Statistical Science Vol. 24, pp. 328-342	article	DOI URL
Hossain, S. and Gustafson, P.	Bayesian adjustment for covariate measurement errors: a flexible parametric approach	2009	Statistics in Medicine Vol. 28, pp. 1580-1600	article	DOI
Liu, J., Gustafson, P., Cherry, N. and Burstyn, I.	Bayesian analysis of a matched case-control study with expert prior information on both the misclassification of exposure and the exposure-disease association	2009	Statistics in Medicine Vol. 28, pp. 3411-3423	article	DOI URL
McCandless, L.C., Gustafson, P. and Austin, P.C.	Bayesian propensity score analysis	2009	Statistics in Medicine Vol. 28, pp. 94-112	article	DOI
McCandless, L.C., Gustafson, P., Austin, P.C. and Levy, A.	Covariate balance in a Bayesian propensity score analysis of beta blocker therapy in heart failure patients	2009	Epidemiological Perspectives and Innovations Vol. 6(1), pp. article 5	article	DOI
Ferrari, P., Carroll, R.J., Gustafson, P. and Riboli, E.	A Bayesian multilevel model for estimating the diet/disease relationship in a multicenter study with exposures measured with error: the EPIC study	2008	Statistics in medicine Vol. 27(29), pp. 6037-6054	article	DOI
Gustafson, P. and Lefebvre, G.	Bayesian multinomial regression with class-specific predictor selection	2008	The Annals of Applied Statistics, pp. 1478-1502	article	DOI
Johnston, K., Gustafson, P., Levy, A.R. and Grootendorst, P.	Use of instrumental variables in the analysis of generalized linear models in the presence of unmeasured confounding with applications to epidemiological research	2008	Statistics in Medicine Vol. 27, pp. 1539-1556	article	DOI
Liu, J. and Gustafson, P.	On Average Predictive Comparisons and Interactions	2008	International Statistical Review Vol. 76, pp. 419ï¿½432	article	DOI
McCandless, L.C., Gustafson, P. and Levy, A.R.	A sensitivity analysis using information about measured confounders yielded improved assessments of uncertainty from unmeasured confounding	2008	Journal of Clinical Epidemiology Vol. 61(3), pp. 247-255	article	DOI
Gustafson, P.	On robustness and model flexibility in survival analysis: transformed hazards models and average effects	2007	Biometrics Vol. 63, pp. 69-77	article	DOI
Gustafson, P.	Measurement error modeling with an approximate instrumental variable	2007	Journal of the Royal Statistical Society, Series B Vol. 69, pp. 797-815	article	DOI
Gustafson, P. and Siddarth, S.	Describing the dynamics of attention to TV commercials: A hierarchical Bayes analysis of the time to zap an ad	2007	Journal of Applied statistics Vol. 34(5), pp. 585-609	article	DOI
MacNab, Y.C. and Gustafson, P.	Regression B-spline smoothing in Bayesian disease mapping: with an application to patient safety surveillance	2007	Statistics in medicine Vol. 26(24), pp. 4455-4474	article	DOI
McCandless, L.C., Gustafson, P. and Levy, A.R.	Bayesian sensitivity analysis for unmeasured confounding in observational studies	2007	Statistics in Medicine Vol. 26, pp. 2331-2347	article	DOI
Walker, L.J., Gustafson, P. and Frimer, J.A.	The application of Bayesian analysis to issues in developmental research	2007	International Journal of Behavioral Development Vol. 31(4), pp. 366-373	article	DOI
Greenland, S. and Gustafson, P.	Accounting for independent nondifferential misclassification does not increase certainty than an observed association is in the correct direction	2006	American Journal of Epidemiology Vol. 164, pp. 63-68	article	DOI
Gustafson, P.	Sample size implications when biases are modelled rather than ignored	2006	Journal of the Royal Statistical Society, Series A Vol. 169, pp. 883-902	article	DOI
Gustafson, P. and Greenland, S.	The performance of random coefficient regression in accounting for residual confounding	2006	Biometrics Vol. 62, pp. 760-768	article	DOI
Gustafson, P. and Greenland, S.	Curious phenomena in Bayesian adjustment for exposure misclassification	2006	Statistics in Medicine Vol. 25, pp. 87-103	article	DOI
Gustafson, P., Hossain, S. and MacNab, Y.C.	Conservative prior distributions for variance parameters in hierarchical models	2006	Canadian Journal of Statistics Vol. 34(3), pp. 377-390	article	DOI
MacNab, Y.C., Kmetic, A., Gustafson, P. and Sheps, S.	An innovative application of Bayesian disease mapping methods to patient safety research: A Canadian adverse medical event study	2006	Statistics in medicine Vol. 25(23), pp. 3960-3980	article	DOI
Synnes, A.R., MacNab, Y.C., Qiu, Z., Ohlsson, A., Gustafson, P., Dean, C.B., Lee, S.K., Network, C.N. and others	Neonatal intensive care unit characteristics affect the incidence of severe intraventricular hemorrhage	2006	Medical care Vol. 44(8), pp. 754-759	article	DOI
Gustafson, P.	The utility of prior information and stratification for parameter estimation with two screening tests but no gold standard	2005	Statistics in Medicine Vol. 24, pp. 1203-1217	article	DOI
Gustafson, P.	On model expansion, model contraction, identifiability, and prior information: two illustrative scenarios involving mismeasured variables (with discussion)	2005	Statistical Science Vol. 20, pp. 111-140	article
Gustafson, P., Hossain, S. and McCandless, L.	Innovative Bayesian methods for biostatistics and epidemiology	2005	Handbook of Statistics Vol. 25, pp. 763-792	article	DOI
Gustafson, P., Kazi, A.M.R. and Levy, A.R.	Extending logistic regression to model diffuse interactions	2005	Statistics in Medicine Vol. 24, pp. 2089-2104	article	DOI
Gustafson, P.	Measurement Error and Misclassification in Statistics and Epidemiology: Impact and Bayesian Adjustments	2004		book	DOI
Gustafson, P. and Clarke, B.	Decomposing posterior variance	2004	Journal of statistical planning and inference Vol. 119(2), pp. 311-327	article	DOI
Gustafson, P., Macnab, Y. and Wen, S.	On the value of derivative evaluations and random walk suppression in Markov chain Monte Carlo algorithms	2004	Statistics and Computing Vol. 14(1), pp. 23-38	article	DOI
MacNab, Y.C., Farrell, P.J., Gustafson, P. and Wen, S.	Estimation in Bayesian disease mapping	2004	Biometrics Vol. 60(4), pp. 865-873	article	DOI
MacNab, Y.C., Qiu, Z., Gustafson, P., Dean, C.B., Ohlsson, A. and Lee, S.K.	Hierarchical Bayes analysis of multilevel health services data: a Canadian neonatal mortality study	2004	Health Services and Outcomes Research Methodology Vol. 5(1), pp. 5-26	article	DOI
Carbonetto, P., De Freitas, N., Gustafson, P. and Thompson, N.	Bayesian feature weighting for unsupervised learning, with application to object recognition	2003	Artificial Intelligence and Statistics (AI & Statistics' 03)	inproceedings
Gustafson, P., Aeschliman, D. and Levy, A.	A simple approach to fitting Bayesian survival models	2003	Lifetime data analysis Vol. 9(1), pp. 5-19	article
Gustafson, P. and Walker, L.	An extension of the Dirichlet prior for the analysis of longitudinal multinomial data	2003	Journal of Applied Statistics Vol. 30(3), pp. 293-310	article	DOI
Gustafson, P.	On the simultaneous effects of model misspecification and errors in variables	2002	Canadian Journal of Statistics Vol. 30(3), pp. 463-474	article	DOI
Gustafson, P., Le, N. and Vallée, M.	A Bayesian approach to case--control studies with errors in covariables	2002	Biostatistics Vol. 3(2), pp. 229-243	article	DOI
Gustafson, P. and Le, N.D.	Comparing the effects of continuous and discrete covariate measurement error, with emphasis on the dichotomization of mismeasured predictors	2002	Biometrics Vol. 58(4), pp. 878-887	article	DOI
Alqallaf, F. and Gustafson, P.	On cross-validation of Bayesian models	2001	Canadian Journal of Statistics Vol. 29(2), pp. 333-340	article	DOI
Gustafson, P.	On measuring sensitivity to parametric model misspecification	2001	Journal of the Royal Statistical Society: Series B (Statistical Methodology) Vol. 63(1), pp. 81-94	article	DOI
Gustafson, P., Le, N.D. and Saskin, R.	Case-control analysis with partial knowledge of exposure misclassification probabilities	2001	Biometrics Vol. 57, pp. 598-609	article	DOI
Walker, L., Gustafson, P. and Hennig, K.	The consolidation/transition model in moral reasoning development.	2001	Developmental Psychology Vol. 37(2), pp. 187	article	DOI
Gustafson, P.	Local robustness in Bayesian analysis	2000	Robust Bayesian Analysis, pp. 71-88	incollection	DOI
Gustafson, P.	Bayesian regression modeling with interactions and smooth effects	2000	Journal of the American Statistical Association Vol. 95(451), pp. 795-806	article	DOI
Gustafson, P., Le, N. and Vallée, M.	Parametric Bayesian analysis of case-control data with imprecise exposure measurements	2000	Statistics & probability letters Vol. 47(4), pp. 357-363	article	DOI
Clarke, B. and Gustafson, P.	On the overall sensitivity of the posterior distribution to its inputs	1998	Journal of statistical planning and inference Vol. 71(1-2), pp. 137-150	article	DOI
Gustafson, P.	Flexible Bayesian modelling for survival data	1998	Lifetime Data Analysis Vol. 4(3), pp. 281-299	article
Gustafson, P.	A guided walk Metropolis algorithm	1998	Statistics and computing Vol. 8(4), pp. 357-364	article
Gustafson, P.	Large hierarchical Bayesian analysis of multivariate survival data	1997	Biometrics, pp. 230-242	article	DOI URL
Gustafson, P.	Local sensitivity of posterior expectations	1996	Annals of Statistics Vol. 24, pp. 174-195	article	DOI
Gustafson, P.	Local sensitivity of inferences to prior marginals	1996	Journal of the American Statistical Association Vol. 91, pp. 774-781	article	DOI
Gustafson, P.	Aspects of Bayesian Robustness in Hierarchical Models [With Discussion and Rejoinder]	1996	Lecture Notes-Monograph Series, pp. 63-80	article
Gustafson, P.	The effect of mixing-distribution misspecification in conjugate mixture models	1996	Canadian Journal of Statistics Vol. 24(3), pp. 307-318	article	DOI
Gustafson, P.	Model influence functions based on mixtures	1996	Canadian Journal of Statistics Vol. 24(4), pp. 535-548	article	DOI
Gustafson, P.	Robustness considerations in Bayesian analysis	1996	Statistical Methods in Medical Research Vol. 5(4), pp. 357-373	article	DOI
Gustafson, P., Srinivasan, C. and Wasserman, L.	Local sensitivity analysis	1996	Bayesian statistics Vol. 5, pp. 197-210	article
Gustafson, P.	A Bayesian analysis of bivariate survival data from a multicentre cancer clinical trial	1995	Statistics in Medicine Vol. 14(23), pp. 2523-2535	article	DOI
Gustafson, P., Wasserman, L. and others	Local sensitivity diagnostics for Bayesian inference	1995	The Annals of Statistics Vol. 23(6), pp. 2153-2167	article	DOI