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 |
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Gustafson, P. and Greenland, S. | Interval estimation for messy observational data | 2009 | Statistical Science Vol. 24, pp. 328-342 |
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Hossain, S. and Gustafson, P. | Bayesian adjustment for covariate measurement errors: a flexible parametric approach | 2009 | Statistics in Medicine Vol. 28, pp. 1580-1600 |
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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 |
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McCandless, L.C., Gustafson, P. and Austin, P.C. | Bayesian propensity score analysis | 2009 | Statistics in Medicine Vol. 28, pp. 94-112 |
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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 |
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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 |
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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 |
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Liu, J. and Gustafson, P. | On Average Predictive Comparisons and Interactions | 2008 | International Statistical Review Vol. 76, pp. 419ï¿½432 |
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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 |
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Gustafson, P. | On robustness and model flexibility in survival analysis: transformed hazards models and average effects | 2007 | Biometrics Vol. 63, pp. 69-77 |
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Gustafson, P. | Measurement error modeling with an approximate instrumental variable | 2007 | Journal of the Royal Statistical Society, Series B Vol. 69, pp. 797-815 |
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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 |
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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 |
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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 |
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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 |
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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 |
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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 |
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Gustafson, P. and Greenland, S. | The performance of random coefficient regression in accounting for residual confounding | 2006 | Biometrics Vol. 62, pp. 760-768 |
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Gustafson, P. and Greenland, S. | Curious phenomena in Bayesian adjustment for exposure misclassification | 2006 | Statistics in Medicine Vol. 25, pp. 87-103 |
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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 |
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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 |
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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 |
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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 |
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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 |
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Gustafson, P., Hossain, S. and McCandless, L. | Innovative Bayesian methods for biostatistics and epidemiology | 2005 | Handbook of Statistics Vol. 25, pp. 763-792 |
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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 |
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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 |
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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 |
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MacNab, Y.C., Farrell, P.J., Gustafson, P. and Wen, S. | Estimation in Bayesian disease mapping | 2004 | Biometrics Vol. 60(4), pp. 865-873 |
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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 |
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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 |
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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 |
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Gustafson, P. | On the simultaneous effects of model misspecification and errors in variables | 2002 | Canadian Journal of Statistics Vol. 30(3), pp. 463-474 |
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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 |
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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 |
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Alqallaf, F. and Gustafson, P. | On cross-validation of Bayesian models | 2001 | Canadian Journal of Statistics Vol. 29(2), pp. 333-340 |
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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 |
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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 |
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Walker, L., Gustafson, P. and Hennig, K. | The consolidation/transition model in moral reasoning development. | 2001 | Developmental Psychology Vol. 37(2), pp. 187 |
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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 |
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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 |
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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 |
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Gustafson, P. | Flexible Bayesian modelling for survival data | 1998 | Lifetime Data Analysis Vol. 4(3), pp. 281-299 |
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Gustafson, P. | A guided walk Metropolis algorithm | 1998 | Statistics and computing Vol. 8(4), pp. 357-364 |
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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 |
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Gustafson, P. | Local sensitivity of inferences to prior marginals | 1996 | Journal of the American Statistical Association Vol. 91, pp. 774-781 |
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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 |
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Gustafson, P. | Model influence functions based on mixtures | 1996 | Canadian Journal of Statistics Vol. 24(4), pp. 535-548 |
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Gustafson, P. | Robustness considerations in Bayesian analysis | 1996 | Statistical Methods in Medical Research Vol. 5(4), pp. 357-373 |
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Gustafson, P., Srinivasan, C. and Wasserman, L. | Local sensitivity analysis | 1996 | Bayesian statistics Vol. 5, pp. 197-210 |
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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 |
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Gustafson, P., Wasserman, L. and others | Local sensitivity diagnostics for Bayesian inference | 1995 | The Annals of Statistics Vol. 23(6), pp. 2153-2167 |
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