Patrick J. Heagerty: Publications

Publications:

In Press
- Hughes JP, Heagerty PJ, Xia F, Ren Y: Robust inference for the stepped wedge design. Biometrics
- Schildcrout JS, Zelnick L, Haneuse S, Schisterman E, Mercaldo N, Garbett S, Tao R, Rathouz PJ, Heagerty PJ: Two-phase generalized case-control study designs for quantitative longitudinal outcomes. American Journal of Epidemiology
- Shi X, Wellman R, Heagerty PJ, Nelson J, Cook A: Post-marketing drug safety surveillance and the estimation of risk in select populations: Flexible methods to control for confounding via flexible regression on the propensity score. Statistics in Medicine
- Ren Y, Hughes JP, Heagerty PJ: An evaluation of statistical approaches to data analysis for the stepped wedge design. Statistics in Bioscience
- Rundell SD, Patel KV, Krook MA, Heagerty PJ, Suri P, Friedly JL, Turner J, Deyo RA, Bauer Z, James K, Nerenz DR, Avins AL, Nedeljkovic SS, Jarvik JG: Multi-site pain and patient-reported outcomes over time among older adults with persistent back pain. Pain Medicine
- Niu X, Amendola LM, Hart R, Bennette CS, Heagerty PJ, Horike-Pyne M, Trinidad SB, Rosenthal EA, Comstock BA, Nefcy C, Hisama F, Bennett RL, Grady WM, Gallego CJ, Tarczy-Hornoch P, Fullerton SM, Burke W, Regier DA, Dorschner MO, Robertson PD, Nickerson DA, Patrick DL, Jarvik GP, Veenstra DL: Clinical exome sequencing versus usual care for hereditary colorectal cancer: a pilot comparative effectiveness study. Contemporary Clinical Trials
- Fortney JC, Heagerty PJ, Bauer AM, Cerimele JM, Kaysen D, Pfeiffer PN, Zielinski M, Pyne JM, Bowen D, Ferro L, Moore D, Nolan JP, Fee F, Heral T, Freyholz-London J, McDonald B, Mullins J, Hafer E, Solberg L, Unutzer J: Study to Promote Innovation in Rural Integrated Telepsychiatry (SPIRIT): Rationale and Design of a Randomized Comparative Effectiveness Trial of Managing Complex Psychiatric Disorders in Rural Primary Care Clinics. Contemporary Clinical Trials
- Lipira L, Rao D, Cohn E, Turan JM, Nevin PE, Bank M, Simoni JM, Unger JM, Heagerty PJ, Williams EC: Patterns of alcohol use and associated characteristics among a sample of African-American women living with HIV. Drug and Alcohol Dependence
2019
- Kosel AE, Heagerty PJ: Semi-supervised neighborhoods for localized patient outcome prediction. Biostatistics, 20(3): 517-541, 2019.
- Bansal A, Heagerty PJ: Evaluating the time-varying performance of prognostic markers for survival outcomes. Diagnostic and Prognostic Research, 3: 14, 2019.
- Bansal A, Mayer-Hamblett N, Goss C, Chan LN, Heagerty PJ: A novel tool to evaluate the accuracy of predicting survival and guiding lung transplantation in cystic fibrosis. Epidemiology: Open Access, 9(2): 375, 2019.
- Mehrotra R, Cukor D, Unruh M, Rue T, Heagerty PJ, Cohoen S, Dember L, Diaz-Linhart Y, Dubovsky A, Greene T, Grote N, Kimmel P, Kutnet N, Trivedi M, Quinn D, ver Halen N, Weisbord S, Young B, Hedyati S: Comparative efficacy of cognitive behavioral therapy and sertraline for the treatment of depression in patients undergoing maintenance hemodialysis. Annals of Internal Medicine, M18-2229, 2019.
- Li M, Bennette CS, Amendola LM, Hart MR, Heagerty PJ, Comstock BA, Tarczy-Hornoch P, Fullerton SM, Regier DA, Burke W, Trinidad SB, Jarvik GP: The Feelings About genomiC Testing Results (FACToR) questionnaire: preliminary development and validation. Journal of Genetic Counseling, 28(2): 477-490, 2019.
- Perez FA, Quinet S, Jarvik JG, Nguyen QT, Aghayev E, Jitai D, Hwang W, Jarvik ER, Nedeljkovic SS, Avins A, Schwalb JM, Diehn F, Standaert C, Annaswamy T, Bauer A, Haynor D, Heagerty PJ, Friedly JL: Imaging assessment of lumbar spinal stenosis severity by CT or MRI does not predict response to epidural glucocorticoid versus lidocaine injections. AJNR, 40(5): 908-915, 2019.
- Lipira L, Williams EC, Nevin PE, Kemp CG, Cohn SE, Turan JM, Simoni JM, Andrasik MP, French AL, Unger JM, Heagerty PJ, Rao D: Religiosity, social support, and ethnic identity: exploring resilience resources for African-American women experiencing HIV-related stigma. JAIDS, 81(2): 175-183, 2019.
- Rundell SD, Resnik L, Heagerty PJ, Kumar A, Jarvik JG: Comparing performance of the comorbidity indices in predicting functional status, quality of life, and total health care use in older adults with back pain. Journal of Orthopaedic and Sports Physical Therapy, 23: 1-18, 2019.
- Lipira L, Williams EC, Huh D, Kemp C, Greene P, Unger J, Heagerty PJ, French A, Cohn SE, Turan JM, Mugavero MJ, Rao D: HIV stigma, depressive symptoms, ART adherence and viral suppression among a sample of African-American women living with HIV. AIDS and Behavior, 23(8): 2025-2036, 2019.
2018
- Skrivankova V, Heagerty PJ: Single index methods for the evaluation of marker-guided treatment rules based on multivariate marker panels. Biometrics, 74(2): 663-672, 2018.
- Zelnick LR, Schildcrout JS, Heagerty PJ: Likelihood-based analysis of outcome dependent sampling designs with longitudinal data. Statistics in Medicine, 37(13): 2120-2133, 2018.
- Saha-Chaudhuri P, Heagerty PJ: Dynamic thresholds and a summary ROC curve: assessing the prognostic accuracy of longitudinal markers. Statistics in Medicine, 37(18): 2700-2714, 2018.
- Schildcrout JS, Schisterman EF, Mercaldo NM, Rathouz PJ, Heagerty PJ: Extending the case-control design to longitudinal data: stratified sampling based on repeated binary outcomes. Epidemiology, 29(1): 67-75, 2018.
- Bansal A, Heagerty PJ: A tutorial on evaluating the time-varying discrimination accuracy of survival models used in dynamic decision making. Medical Decision Making, 38(8): 904-916, 2018.
- Jarvik JG, Gold LS, Comstock BA, Avins AL, Turner JA, Shi X, Kessler L, Deyo RA, Rundell SD, Friedly JL, Nerenz DR, Nedeljkovic SS, Bauer Z, James K, Bresnahan BW, Tan WK, Heagerty PJ: Two-year outcomes of a large, prospective observational cohort of older adults with back pain. The Spine Journal, 18(9): 1540-1551, 2018.
- Tan WLK, Hassanpour S, Heagerty PJ, James K, Rundell S, Suri P, Huhdanpaa H, Langlotz C, Carrell D, Organ N, Meier E, Jarvik JG: A natural language processing pipeline for radiology reports to identify imaging finding subgroups among patients with low back pain. Academic Radiology, 25(11): 1422-1432, 2018.
- Huhdanpaa H, Tan WLK, Rundell SD, Suri P, Choksi F, Comstock BA, Heagerty PJ, James KT, Avins AL, Nedeljkovic S, Nerenz DR, Kallmes D, Luetmer P, Sherman K, Organ N, Griffith B, Langlotz C, Carrell D, Hassanpour S, Jarvik JG: Using natural language processing of free-text radiology reports to identify Type 1 Modic endplate changes. Journal of Digital Imaging, 31(1): 84-90, 2018.
- Annane D, Mira JP, Ware LB, Gordon AC, Hinds C, Christiani D, Sevransky J, Barnes K, Buchman TG, Heagerty PJ, Balshaw R, Lesnikova N, de Nobrega K, Wellman H, Neira M, Mancini A, Walley KR, Russell JA: Pharmacogenomic biomarkers do not predict response to Drotrecogin alfa in patients with severe sepsis. Annals of Intensive Care, 8(1): 16, 2018.
- Laidre KL, Born EW, Atkinson SN, Wiig O, Anderson LW, Lunn NJ, Dyck M, Regehr EV, McGovern R, Heagerty PJ: Range contraction and increasing isolation of a polar bear subpopulation in an era of sea ice loss. Ecology and Evolution, 8(4): 2062-2075, 2018.
- Juul SE, Comstock BA, Heagerty PJ, Mayock DE, Goodman AM, Hauge S, Gonzalez F, Wu YW: High-dose Erythropoeitin for Asphyxia and Encephalopathy (HEAL): A randomized controlled trial: Background, aims, and study protocol. Neonatalogy, 113(4): 331-338, 2018.
- Gold LS, Hansen RN, Avins AL, Bauer Z, Comstock BA, Deyo RA, Heagerty PJ, Rundell SD, Suri P, Turner JA, Jarvik JG: Early opioid use and patient-reported outcomes and utilization among older adults with new episodes of care for low back pain. Clinical Journal of Pain, 34(4): 297-305, 2018.
- Friedly JK, Comstock BA, Heagerty PJ, Bauer Z, Rothman M, Suri P, Hansen R, Avins AA, Nedeljkovic SS, Nerenz DR, Akithola V, Jarvik JG: Systemic effects of epidural steroid injections for spinal stenosis. Pain, 159(5): 876-883, 2018.
- Laidre KL, Stern H, Born EW, Heagerty PJ, Atkinson S, Wiig O, Lunn NJ, Regehr EV, McGovern R, Dyck M: Changes in winter and spring resource selection by Baffin Bay polar bears over two decades of sea ice loss. Endangered Species Research, 36: 1-14, 2018.
- Milani C, Rundell S, Jarvik JG, Friedly J, Heagerty PJ, Avins A, Nerenz D, Gold L, Annaswamy T, Turner J, Nedeljkovic S, Suri P: Associations of race and ethnicity with patient reported outcomes and healthcare utilization among older adults initiating a new episode of care for back pain. Spine, 43(14): 1007-1017, 2018.
- Shah A, Wilfond B, Silvia A, Hancuch K, Woodrum D, Heagerty PJ, Ohls R, Courtney S, Frantz I, Gogcu S, Bishop C, Ahmaad K, Kathan C, Robinson P, Juul S: Informed consent for participation in a neonatal clinical trial: parent perspectives and preferences. Journal of Perinatology, 38(7): 865-872, 2018.
2017
- Shi X, Pashova H, Heagerty PJ: Comparing healthcare utilization patterns via global differences in the endorsement of current procedural terminology codes. Annals of Applied Statistics, 11(3): 1349-1374, 2017.
- Liang CJ, Heagerty PJ: A risk-based measure of time-varying prognostic discrimination for survival models (with discussion). Biometrics, 73(3): 725-34, 2017.
- Maziarz M, Heagerty PJ, Cai T, Zheng Y: On longitudinal prediction with time-to-event outcomes: Comparison of modeling options. Biometrics, 73(1): 83-93, 2017.
- Li F, Turner E, Heagerty PJ, Murray D, Vollmer W, Delong E: An evaluation of constrained randomization for the design and analysis of group-randomized trials with binary outcomes. Statistics in Medicine, 36(24): 3791-3806, 2017.
- Friedly JL, Comstock BA, Turner JA, Heagerty PJ, Deyo R, Bauer Z, Avins A, Nedeljkovic SS, Nerenz DR, Shi X, Annaswamy T, Standaert C, Smuck M, Akuthota V, Sibell D, Wassan A, Diehn F, Suri P, Rundell SD, Kessler L, Chen AS, Jarvik JG: Long-term effects of repeated injections of local anesthetic with or without corticosteroids for lumbar spinal stenosis: a randomized trial. Archives of PM&R, 98(8): 1499-1507, 2017.
- Rundell SD, Goode AP, Suri P, Heagerty PJ, Comstock BA, Friedly J, Gold L, Bauer Z, Avins AL, Nedeljkovic SS, Nerenz DR, Jarvik JG: The impact of comorbid knee and hip osteoarthritis on clinical and health care use outcomes in older adults with new episodes of back pain. Archives of Physical Medicine and Rehabilitation, 98(1): 43-50, 2017.
- Karvelas D, Rundell S, Friedly J, Gelhorn A, Heagerty PJ, Gold L, Comstock BA, Avins AL, Nedeljkovic SS, Nerenz D, Bresnahan B, Jarvik J: Subsequent healthcare utilization associated with early physical therapy for new episodes of low back pain in older adults. The Spine Journal, 17(3): 380-389, 2017.
- Dardas TF, Kim M, Bansal A, Heagerty PJ, Cheng RK, Mokadam NA, Pal J, Smith J, Mahr C, Levy W: Agreement between risk and priority for heart transplant: effects of the geographic allocation rule and status assignment. Journal of Heart and Lung Transplantation, 36(6): 666-672, 2017.
- Gellhorn AC, Suri P, Rundell S, Olafsen N, Carlson MJ, Johnson S, Fry A, Anaswammy T, Gilligan C, Comstock B, Heagerty PJ, Friedly J, Jarvik JG: Lumbar muscle characteristics predict clinical outcomes in adults with spinal stenosis: a longitudinal study. Physical Medicine and Rehabilitation, 9(6): 545-555, 2017.
- Rundell SD, Sherman KJ, Heagerty PJ, Mock S, Dettori NJ, Comstock BA, Avins AL, Nedeljkovic SS, Nerenz DR, Jarvik JG: Predictors of persistent disability and back pain in older adults with new episodes of back pain. Pain Medicine, 18(6): 1049-62, 2017.
- Weinfurt KP, Hernandez AF, Coronado GD, DeBar LL, Dember LM, Green BG, Heagerty PJ, Huang SS, James KT, Jarvik JG, Larson EB, Mor V, Platt R, Rosenthal GE, Septimus EJ, Simon GE, Sugarman J, Zatzick D, Curtis LH: Pragmatic clinical trials embedded in healthcare systems: generalizable lessons from the NIH Collaboratory. BMC Medical Research Methodology, 17(1): 144, 2017.
- Gold LS, Bryan M, Comstock B, Bresnahan BW, Deyo R, Nedeljkovic SS, Nerenz DR, Heagerty PJ, Jarvik JG: Associations between relative value units and patient-reported back pain and disability. Gerontology and Geriatric Medicine, 3: 1-12, 2017.
- Davidson G, Flum D, Talan D, Kessler L, Lavallee D, Bizzell B, Farjah F, Stewart S, Wolff E, Comstock B, Monsell S, Heagerty PJ, Ehlers A, DeUrgate D, Kaji A, Evans H, Yu J, Mandell K, Doten I, Clive K, McGrane K, Tudor B, Foster C, Saltzman D, Thirlby R, Lange E, Sabbatini A, Moran G: A pragmatic randomized study of appendicitis treatment: The comparison of outcomes of antibiotic drugs and appendectomy (CODA) trial. BMJ Open, 7(11): e016117, 2017.
- Zelnick LR, Weiss NS, Kestenbaum BR, Robinson-Cohen C, Heagerty PJ, Tuttle K, Hall YN, Hirsch IB, de Boer I: Diabetes and chronic kidney disease in the US population, 2009-2014. CJASN, 12(12), 1984-1990, 2017.
2016
- Bryan M, Heagerty PJ: Multivariate analysis of longitudinal rates of change. Statistics in Medicine, 35(28): 5117-5134, 2016.
- Cook AJ, Delong E, Murray D, Vollmer W, Heagerty PJ: Statistical lessons learned when designing pragmatic clinical trials from the NIH Health Care Systems Collaboratory Biostatistics and Design core. Clinical Trials, 13(5): 504-12, 2016.
- French B, Saha-Chaudhuri P, Ky B, Cappola TP, Heagerty PJ: Development and evaluation of multi-marker risk scores for clinical prognosis. Statistical Methods in Medical Research, 25(1): 255-71, 2016.
- Li F, Lokhnygina Y, Murray D, Heagerty PJ, Delong E: A comparison of the model-based F-test and the permutation test under simple versus constrained randomization for the analysis of data from group-randomized trials. Statistics in Medicine, 35(10): 1565-79, 2016.
- Arean PA, Hallgren KA, Jordan JT, Gazzaley A, Atkins D, Heagerty PJ, Anguera J: The use and effectiveness of mobile apps for depression: results from a national, fully remote clinical trial. Journal of Medical Internet Research, 18(12): e330, 2016.
- Cukor D, Cohen L, Cope EL, Ghahramani N, Hedayati S, Hynes DM, Shah VO, Tentori F, Unruh M, Bobelu J, Cohen S, Dember LM, Faber T, Fischer M, Gallardo R, Germain M, Gahante D, Grote N, Heagerty PJ, Kimmel P, Kutner N, Nelson RG, Porter AC, Sandy P, Struminger BB, Subramanian L, Weisbord S, Young B, Mehrotra R: Patient and stakeholder engagement in kidney diseases related research. Clinical Journal of the American Society of Nephrology, 11(9): 1703-12, 2016.
- Afkariam M, Zelnick L, Hall YN, Heagerty PJ, Tuttle K, Weiss NS, and deBoer I: Clinical manifestations of kidney disease among US adults with diabetes, 1988-2014. JAMA, 316(6): 602-610, 2016.
- Wu YV, Mathur A, Chang T, McKinstry R, Mulkey S, Mayock DE, Van Meurs K, Rogers EE, Gonzalez FF, Comstock BA, Juul SE, Massaro A, Tan KW, Bonifacio SL, Dong L, Heagerty PJ, Ballard RA: High-dose erythropoietin and hypothermia for hypoxic-ischemic encephalopathy: a phase II trial. Pediatrics, 137(6): e20160191, 2016.
- Zatzick D, Russo J, Darnell D, Chambers DA, Palinakas L, Van Eaton E, Wang J, Ingraham LM, Guiney R, Heagerty PJ, Comstock BA, Whiteside LK, Jurkovich G: An effectiveness-implementation hybrid trial study protocol targeting posttraumatic stress disorder and comorbidity. Implementation Science, 11(1): 58, 2016.
- Magruder KM, Goldberg J, Forsberg C, Friedman M, Litz B, Vaccarino V, Heagerty PJ, Gleason T, Huang GD, Smith NL: Long-term trajectories of Vietnam-era veterans: The course and consequences of PTSD in twins (VA Cooperative Study Program #569). Journal of Traumatic Stress , 29(1): 5-16, 2016.
- Hedayati SS, Divya D, Cohen S, Comstock BA, Cukor D, Diaz-Linhart Y, Dember L, Dubovsky A, Greene T, Grote N, Heagerty PJ, Katon W, Kimmel P, Kutner N, Linke L, Unruh M, Quinn D, Trivedi MH, Weisbord S, Young BA, Mehrotra R: Rationale and design of a trial of sertraline versus CBT for end-stage renal disease patient with depression (ASCEND). Contemporary Clinical Trials, 47: 1-11, 2016.
- Kim DS, Kim JS, Burt AA, Crosslin DR, Burnham N, Kim CE, McDonald-McGinn DM, Zackai EH, Nicolson SC, Spary TL, Stanaway IB, Nickerson DA, Heagerty PJ, Hakonarson H, Gaynor WJ, Jarvik GP: Burden of potentially pathologic copy number variants is higher in children with isolated congenital heart disease and significantly impairs covariate-adjusted long-term survival. Journal of Thoracic and Cardiovascular Surgery, 151(4): 1147-51, 2016.
- Goldberg J, Magruder KM, Forsberg CW, Friedman MJ, Litz BT, Vaccarino V, Heagerty PJ, Gleason T, Huang GD, Smith NL: Prevalence of posttraumatic stress disorder in aging Vietnam-era veterans: VA Cooperative Study #569, The course and consequences of posttraumatic stress disorder in Vietnam-era twins. American Journal of Geriatric Psychiatry, 23(3): 181-91, 2016.
2015
- Schildcrout JS, Rathouz PJ, Zelnick L, Garbett SP, Heagerty PJ: Biased sampling designs to improve research efficiency: Factors influencing pulmonary function over time in children with asthma. Annals of Applied Statistics, 9(2): 731-753, 2015.
- Janes H, Pepe MS, McShane LS, Sargent DJ, Heagerty PJ: Can we evaluate the accuracy of biomarkers used to guide treatment? JNCI, 107(8): dvj157, 2015.
- Hughes JP, Granston T, Heagerty PJ: Current issues in the design and analysis of stepped wedge trials. Contemporary Clinical Trials , 45: 55-60, 2015.
- Juul SE, Mayock DE, Hauge S, Comstock BA, Heagerty PJ: Neuroprotective potential of erythropoietin in neonates: design of a randomized trial. Maternal Health, Neonatology and Perinatology, 1:27, 2015.
- Ryman TK, Boyer BB, Hopkins S, Philip J, Beresford SA, Thompson B, Heagerty PJ, Thummel KE, Austin MA: Associations between diet and cardiometabolic risk among Yupik Alaska native people using food frequency questionnaire dietary patterns. Nutrition, Metabolism and Cardiovascular Diseases, 12: 1140-45, 2015.
- Turner JA, Comstock BA, Standaert C, Heagerty PJ, Jarvik JG, Deyo RA, Wasan AD, Nedeljkovic SS, Friedly JL: Can patient characteristics predict benefit from epidural corticosteroid injections for lumbar spinal stenosis symptoms? The Spine Journal, 15(11): 2319-31, 2015.
- Jarvik JG, Comstock BA, James KT, Avins AL, Bresnahan BW, Deyo RA, Luetmer PH, Friedly JL, Meier EN, Cherkin DC, Gold LS, Rundell SD, Halabi SS, Kallmes DF, Tan KW, Turner JA, Kessler L, Lavallee DC, Stephens KA, Heagerty PJ: Lumbar Imaging with Reporting of Epidemiology (LIRE) - Protocol for a pragmatic cluster randomized trial. Contemporary Clinical Trials, 45: 157-63, 2015.
- Suri P, Pashova H, Heagerty PJ, Jarvik JG, Turner JA, Comstock BA, Bauer Z, James K, Annaswamy T, Nedeljkovic SS, Wasan AD, Friedly JL: Short-term improvements in disability mediate patient satisfaction after epidural corticosteroid injections for symptomatic lumbar spinal stenosis. Spine, 40(17): 1363-70, 2015.
- Deyo RA, Bryan M, Comstock BA, Turner JA, Heagerty PJ, Friedly J, Avins AL, Nedeljkovic SS, Nerenz DR, Jarvik JG: Trajectories of symptoms and function in older adults with low back disorders. Spine , 40(17): 1352-62, 2015.
- Rundell S, Gelhorn AC, Comstock BA, Heagerty PJ, Friedly JL, Jarvik JG: Clinical outcomes of early and later physical therapist services for older adults with back pain. The Spine Journal, 15(8): 1744-55, 2015.
- Kuttykrishnan S, Kalantar-Zadeh K, Arah O, Cheung A, Brunelli S, Heagerty PJ, Katz R, Molnar M, Nissenson A, Ravel V, Streja E, Himmelfarb J, Mehrotra R: Comparative effectiveness of maintenance dialysis modalities: Potential sources of bias in observational studies. Nephrology Dialysis Transplantation, 30(7): 1208-17, 2015.
- Rundell S, Sherman KJ, Heagerty PJ, Mock C, Jarvik JG: Patient reported outcomes associated with physical therapy utilization for older adults with a new visit for back pain. Physical Therapy Journal, 95(2): 190-201, 2015.
- Jarvik JG, Gold LS, Comstock BA, Heagerty PJ, Rundell SD, Turner JA, Avins AL, Bauer Z, Bresnahan BW, Friedly JL, James K, Kessler L, Nedeljkovic SS, Nerenz DR, Xu S, Sullivan SD, Chan L, Schwalb JM, Deyo RA: Early imaging in seniors: association with resource utilization and patient outcomes. JAMA, 313(11): 1143-1153, 2015.
- Laidre KL, Born EW, Heagerty PJ, Wiig O, Stern H, Dietz R, Aars J, Andersen M: Impacts of multi-decadal sea ice loss on habitat selection of female polar bears (Ursus maritimus) in East Greenland. Polar Biology , 38(6): 879-893, 2015.
- Rundell S, Sherman KJ, Jarvik JG, Heagerty PJ, Mock C, Veenstra D: The clinical course of pain and function in older adults with a new care visit for low back pain. Journal of the American Geriatric Society, 63(3): 524-30, 2015.
2014
- Cotton CA, Heagerty PJ: Evaluating Epoetin dosing strategies using observational longitudinal data. Annals of Applied Statistics, 8(4): 2356-2377, 2014.
- Wakefield JC, Skrivankova V, Hsu FC, Sale M, Heagerty PJ: Detecting signals in pharmacogenomic genome-wide association studies. Pharmacogenomics Journal, 14(4): 309-15, 2014.
- Sitlani CM, Heagerty PJ: Analyzing longitudinal data to characterize the accuracy of markers used to select treatment. Statistics in Medicine, 33(17): 2881-96, 2014.
- Bryan MN, Heagerty PJ: Direct regression models for longitudinal rates of change. Statistics in Medicine, 33(12): 2115-36, 2014.
- Rundell S, Bresnahan B, Heagerty PJ, Comstock BA, Friedly J, Jarvik J, Sullivan S: Mapping a patient-reported functional outcome measure to a utility measure for comparative effectiveness and economic evaluations in a population of older adults with low back pain. Medical Decision Making, 34(7): 873-83, 2014.
- Cash SW, Beresford SAA, Vaughan TL, Heagerty PJ, Bernstein L, White E, and Neuhouser ML. Recent physical activity in relation to DNA damage and repair using the comet assay. Journal of Physical Activity and Health, 11(4): 770-6, 2014.
- Gallego CJ, Bennette CS, Heagerty PJ, Comstock BA, Horike-Pyne M, Hisama F, Amendola L, Bennett R, Dorscher M, Tarczy-Hornock P, Grady WM, Fullerton SM, Trinidad SB, Regier DA, Nickerson D, Burke W, Patrick DL, Jarvik GP, Veenstra DL: Comparative effectiveness of next generation sequencing for disease diagnosis: Design of a randomized controlled trial in patients with colorectal cancer/polyposis syndromes. Contemporary Clinical Trials, 39(1): 1-8, 2014.
- Vaccarino V, Goldberg J, Magruder KM, Forsberg CW, Friedman MJ, Litz BT, Heagerty PJ, Huang GD, Gleason TC, Smith NL: Posttraumatic stress disorder and incidence of type 2 diabetes: a prospective twin study. Journal of Psychiatric Research, 56: 158-64, 2014.
- Friedly JL, Comstock BA, Turner JA, Heagerty PJ, Deyo RA, Sullivan SD, Bauer Z, Bresnahan BW, Avins AL, Nedeljkovic SS, Nerenz D, Standaert C, Kessler L, Akuthota V, Annaswamy T, Chen A, Diehn F, Firthc W, Gerges FJ, Gilligan C, Goldberg H, Kennedy DJ, Mandel S, Tyburski M, Sanders W, Sibell D, Smuck M, Asan A, Won L, Jarvik JG: A randomized trial of epidural injections for spinal stenosis. New England Journal of Medicine, 371(1): 11-21, 2014.
- Goldberg J, Magruder KM, Forsberg CW, Friedman MJ, Kazis LE, Ustun TB, Litz BT, Vaccarino V, Heagerty PJ, Eisen SA, Gleason T, Huang GD, Smith NL: The association of PTSD with physical and mental health functioning and disability (VA CSP #569). Quality of Life Research, 23(5): 1579-91, 2014.
- Jarvik JG, Comstock BA, Heagerty PJ, Turner JA, Sullivan SD, Nerenz SD, Nedeljkovic SS, Kessler L, James K, Friedly J, Bresnahan BW, Bauer Z, Avins AL, Deyo RA: The Back pain Outcomes using Longitudinal Data (BOLD) Cohort: Baseline data. BMC Musculoskeletal Disorders, 15(1): 134, 2014.
- Lapham GT, Rubinsky AD, Heagerty PJ, Achtmeyer C, Williams EC, Hawkins EJ, Maynard C, Kivlahan DR, Au D, Bradley KA: Probability and predictors of patients converting from negative to positive screens for alcohol misuse. Alcoholism: Clinical and Experimental Research, 38(2): 564-571, 2014.
2013
- Schildcrout JS, Garbett SP, Heagerty PJ: Outcome vector dependent sampling with longitudinal continuous response data: stratified sampling based on summary statistics. Biometrics, 69(2): 405-16, 2013.
- Heagerty PJ, Comstock BA: Exploration of lagged associations using longitudinal data. Biometrics, 69(1): 197-205, 2013.
- Saha P, Heagerty PJ: Non-parametric estimation of a time-dependent predictive accuracy curve. Biostatistics, 14(1): 42-59, 2013.
- Mirza SK, Deyo RA, Heagerty PJ, Turner JA, Martin BI, Comstock BA: One-year outcomes of surgical versus non-surgical treatment for discogenic back pain: a community-based comparative effectiveness study. The Spine Journal 13: 1421-1433, 2013.
- Lapham GT, Rubinsky AD, Heagerty PJ, Williams EC, Hawkins EJ, Maynard C, Kivlahan DR, Bradley KA: Annual rescreening for alcohol misuse: Diminishing returns after multiple negative screens. Medical Care, 51(10): 914-21, 2013.
- Comstock BA, Sitlani C, Jarvik JG, Heagerty PJ, Turner JA, Kallmes DF: Investigational Vertebroplasty Safety and Efficacy Trial (INVEST): patient-reported outcomes through one year. Radiology, 269(1): 224-31, 2013.
- Cash SW, Ma H, Horn-Ross PL, Reynolds P, Canchola AJ, Sullivan-Halley J, Beresford SAA, Neuhouser ML, Vaughn TL, Heagerty PJ, Bernstein L: Recreational physical activity and risk of papillary thyroid cancer in the California Teachers Study. Cancer Epidemiology, 37(1): 46-53, 2013.
2012
- Schildcrout JS, Mumford S, Chen Z, Heagerty PJ, Rathouz PJ: Marginal modeling of longitudinal binary data from outcome dependent sampling based on a time-varying auxiliary variable. Statistics in Medicine, 31(4): 366-82, 2012.
- Sitlani CM, Heagerty PJ, Blood E, Tosteson T: Longitudinal structural mixed models for the analysis of surgical trials with non-compliance. Statistics in Medicine, 31(16): 1738-60, 2012.
- French BF, Farjah F, Flum DR, Heagerty PJ: A general framework for estimating volume-outcome associations from longitudinal data. Statistics in Medicine, 31(4): 366-82, 2012.
- Cook AJ, Tiwari TC, Wellman RD, Heckbert S, Li L, Heagerty PJ, Marsh T, Nelson JC: Statistical approaches to group sequential monitoring of post-marketing safety surveillance data: current state of the art in the Mini-Sentinel pilot. Pharmacoepidemiology and Drug Safety, 21(1): 72-81, 2012.
- Laurie CC, Laurie CA, Rice K, ... , Heagerty PJ, ... , Weir BS: Detectable clonal mosaicism from birth to old age and its relationship to cancer. Nature Genetics, 44(6): 642-50, 2012.
- Annane D, Mira JP, Ware LB, Gordon AC, Sevransky J, Stuber F, Heagerty PJ, Wellman HF, Neira M, Mancini ADJ, Russell JA: Design, conduct and analysis of a multicenter pharmacogenomics biomarker study in matched patients with severe sepsis treated with or without drotrecogin alfa (activated). Annals of Intensive Care, 2(1): 15, 2012.
- Fort MP, Grembowski D, Heagerty PJ, Lim S, Mercer MA: Evaluation of a demonstration primary health care project in rural Guatemala: The influence of predisposing, enabling and need factors on immunization coverage, quality of care and equitable use of health care services and application of treatment guidelines. International Health, (4): 220-228, 2012.
- Martin BI, Mirza SK, Flum DR, Wickizer TM, Heagerty PJ, Lenkoski AF, Deyo RA: Repeat surgery following lumbar decompression for herniated disc: The quality implications of hospital and surgeon variation. The Spine Journal, 12(2): 89-97, 2012.
- Jarvik JG, Comstock BA, Bresnahan BW, Nedeljkovic SS, Nerenz DR, Bauer Z, Avins AL, James K, Turner JA, Heagerty PJ, Kessler L, Friedly JA, Sullivan SD, Deyo RA: Study Protocol: The Back pain Outcomes using Longitudinal Data (BOLD) registry. BMC Musculoskeletal Disorders, 13(1): 64, 2012.
- Friedly J, Bresnahan B, Comstock B, Turner J, Deyo R, Sullivan S, Heagerty PJ, Bauer Z, Nedelcovic S, Avins A, Nerenz D, Jarvik J: Lumbar epidural steroid injections for spinal stenosis (LESS): a double-blind randomized controlled trial of epidural steroid injections for lumbar spinal stenosis among older adults - study protocol. BMC Musculoskeletal Disorders, 13(1): 48, 2012.
2011
- Schildcrout JS, Heagerty PJ: Outcome dependent sampling from existing cohorts with longitudinal binary data: study planning and analysis. Biometrics, 1583-1593, 2011.
- Cotton CA, Heagerty PJ: A data augmentation method for estimating the causal effect of treatment regimens that target control of an intermediate outcome. Statistics in the Biosciences, 3: 28-44, 2011.
- Staples M, Kallmes D, Comstock B, Jarvik J, Osborne R, Heagerty PJ, Buchbinder R: Individual patient data meta-analysis of two randomized placebo-controlled trials of vertebroplasty. BMJ, 12:343, 2011.
- DeBoer IH, Rue TC, Hall YN, Heagerty PJ, Weiss NS, Himmelfarb J: Temporal trends in the prevalence of diabetic kidney disease in the United States. JAMA, 305(24): 2532-9, 2011.
- Ronald J, Rajogopalan R, Cerrato F, Nord A, Hatsukami T, Kohler T, Marcovina S, Heagerty PJ, Jarvik GP: Genetic variation in LPAL2, LPA, and PLG predicts plasma lipoprotein(a) level and carotid artery disease risk. Stroke, 42(1): 2-9, 2011.
2010
- Zheng Y, Heagerty PJ, Hsu L, Newcomb PA: On combining family-based and population-based case-control data in association studies. Biometrics, 66(4): 1024-1033, 2010.
- Saha P, Heagerty PJ: Time-dependent predictive accuracy in the presence of competing risks. Biometrics, 66(4): 999-1011, 2010.
- Gaynor JW, Gerdes M, Nord AS, Bernbaum J, Zackai E, Wernovsky G, Clancy RR, Heagerty PJ, Solot CB, McDonald-McGinn D, Jarvik GP: Is cardiac diagnosis a predictor of neurodevelopmental outcome after cardiac surgery in infancy? Journal of Thoracic Cardiovascular Surgery, 145(9): 817-25, 2010.
- Horvath K, Freeny P, Escallon J, Heagerty P, Comstock B, Glickerman DJ, Bulger E, Sinanan M, Langdale L, Kolokythas O, Andrews T: Safety and efficacy of video-assisted retroperitoneal debridement for infected pancreatic collections. Archives of Surgery, 145(9): 817-825, 2010.
- Brinjikji W, Comstock BA, Heagerty PJ, Jarvik JG, Kallmes DF: Investigational vertebroplasty efficacy and safety trial: detailed analysis of blinding efficacy. Radiology, 257(1): 219-225, 2010.
- Williams EC, Achtmeyer CE, Kivlahan DR, Greenberg D, Merrill JO, Wickizer TM, Koepsell TD, Heagerty PJ, Bradley KA: Evaluation of an electronic clinical reminder to facilitate brief alcohol-counseling interventions in primary care. Journal of Studies on Alcohol and Drugs, 71(5): 720-5, 2010.
- Williams EC, Palfai T, Cheng DM, Samet JH, Bradley KA, Wickizer T, Koepsell T, Heagerty PJ, Saitz R: Physical health and drinking among medical inpatients with unhealthy alcohol use: a prospective study. Alcoholism: Clinical and Experimental Research, 34(7): 1257-65, 2010.
- Gries CJ, Rue TC, Heagerty PJ, Edelman JD, Goss CH. Development of a Predictive Model for Long-Term Survival after Lung Transplantation and Implications for the Lung Allocation Score. J. Heart Lung Transplantation, 29(7): 731-8, 2010.
- Hellstrom I, Heagerty PJ, Swisher EM, Liu P, Jaffar J, Agnew K, Hellstrom KE: Detection of the HE4 protein in urine as a biomarker for ovarian neoplasms. Cancer Letters, 296(1): 43-8, 2010.
- Wong EY, Ray R, Gao DL, Wernli KJ, Li W, Fitzgibbons ED, Camp JE, Heagerty PJ, DeRoos AJ, Holt V, Thomas DB, Checkoway H: Physical activity, physical exertion, and miscarriage risk in women textile workers in Shanghai China. American Journal of Industrial Medicine, 53(5): 497-505, 2010.
- Kallmes DF, Jarvik JG, Osborne RH, Comstock BA, Staples MP, Heagerty PJ, Turner J, Buchbinder R: Clinical utility of vertebroplasty: elevating the evidence. Radiology, 255(3): 675-80, 2010.
- Jarvik GP, Rajagopalan R, Rosenthal E, Wolfbauer G, McKinstry L, Vaze A, Brunzell J, Motulsky AG, Nickerson DA, Heagerty PJ, Wijsman EM, Alber J: Genetic and non-genetic sources of variation in phospholipid transfer protein (PLTP) activity. Journal of Lipid Research , 51(5): 983-990, 2010.
- Yueh B, Collins MP, Souza PE, Boyko EJ, Loovis CF, Heagerty PJ, Liu CF, Hedrick SC: Long-term effectiveness of screening for hearing loss: The Screening for Auditory Impairment - Which Hearing Assessment Test (SAI-WHAT) randomized trial. Journal of the American Geriatrics Society, 58(3): 427-434, 2010.
- Laidre KL, Heide-Jorgensen MP, Heagerty PJ, Cossia A, Bergstron B, Simon MJ: Spatial associations between large baleen whales and their prey in West Greenland. Marine Ecology Progress Series , 402: 269-284, 2010.
- Carty CL, Heagerty PJ, Heckbert SR, Jarvik GP, Lange LA, Cushman C, Tracy RP, Reiner AP: Interaction between fibrinogen and IL-6 genetic variants and associations with cardiovascular disease risk in the Cardiovascular Health Study. Annals of Human Genetics, 74: 1-10, 2010.
2009
- French B, Heagerty PJ: Marginal mark regression analysis of recurrent marked point process data. Biometrics, 65(2): 415-422, 2009.
- Ronald J, Rajagopalan R, Ranchalis J, Marshall JK, Hatsukami TS, Heagerty PJ, Jarvik GP: Analysis of recently identified dyslipidemia alleles reveals two loci that contribute to risk for carotid artery disease. Lipids in Health and Disease, 8(1): 52, 2009.
- Collins MP, Souza PE, Liu C-F, Heagerty PJ, Amtmann D, Yueh B: Hearing aid effectiveness after aural rehabilitation - individual versus group (HEARING) trial: RCT design and baseline characteristics. BMC Health Services Research, 9:233, 2009.
- Laidre KL, Heagerty PJ, Heide-Jorgensen MP, Witting L, Simon M: Sexual segregation of common minke whales (Balaenoptera acutorostrata) in Greenland, and the influence of sea temperature on the sex ratio of catches. ICES Journal of Marine Science, 66: 2253--2266, 2009.
- Jarvik JG, Comstock BA, Kliot M, Turner JA, Chan L, Heagerty PJ Hollingworth W, Kerrigan CK, Deyo RA: Surgery versus non-surgical therapy for carpal tunnel syndrome: a randomised parallel-group trial. Lancet, 374(9695): 1074-1081, 2009.
- Carty CL, Heagerty PJ, Heckbert SR, Enquobahrie DA, Jarvik GP, Davis S, Tracy RP, Reiner AP: Association of genetic variation in serum amyloid-A with cardiovascular disease and interactions with the IL-6, IL-1RN, IL-1-beta, and TNF-alpha genes in the Cardiovascular Health Study. Journal of Atherosclerosis and Thrombosis, 16(4): 419--30, 2009.
- Kallmes D, Comstock B, Heagerty PJ, Turner JA, Wilson D, Diamond T, Edwards R, Gray L, Stout L, Owen S, Hollingworth W, Ghodke B, Annesley-Williams DJ, Langston J, Jarvik J: A randomized controlled trial of vertebroplasty for osteoporotic compression fractures. New England Journal of Medicine, 361(6): 569-79, 2009.
- Gaynor JW, Nord AS, Wernovsky G, Bernbaum J, Solot CB, Burnham N, Heagerty PJ, Clancy RR, Nicolson SC, Spray TL, Jarvik GP, Gerdes M: Apolipoprotein-E genotype modifies the risk of behavior problems after infant cardiac surgery. Pediatrics, 124: 241-250, 2009.
- Kallmes DF, Comstock BA, Gray LA, Heagerty PJ, Hollingworth W, Turner JA, Stout L, Jarvik JG: Baseline pain and disability in the Investigational Vertebroplasty Efficacy and Safety Trial (INVEST). Am J. Neuroradiology, 30(6): 1203-5, 2009.
- Farjah F, Wood DE, Mulligan MS, Krishnadasan B Heagerty PJ, Gaston Symons R, Flum DR: Safety and efficacy of video-assisted versus conventional lung resection for lung cancer. Journal of Thoracic Cardiovascular Surgery, 137(6): 1415-1421, 2009.
- Ober C, Nord AS, Thompson EE, Pan L, Tan Z, Cusanovich S, Sun Y, Nicolae R, Edelstein C, Schneider DH, Billstrand C, Pfaffinger D, Phillips N, Anderson RL, Philips B, Rajagopalan R, Hatsukami TS, Reider MJ, Heagerty PJ, Nickerson DA, Abney M, Marcovina S, Jarvik GP, Scanu AM, Nicolae DL: Genome-wide association study of plasma Lp(a) levels identifies multiple genes on chromosome 6q. Journal of Lipid Research, 50(5): 798-806, 2009.
- Wong EY, Ray R, Gao DL, Wernli KJ, Li W, Fitzgibbons ED, Camp JE, Astrakianakis G, Seixas N, Heagerty PJ, Thomas DB, Checkoway H: Dust and chemical exposures and spontaneous abortion risk among women textile workers in Shanghai China. Occupational and Environmental Medicine, 66(3): 161-168, 2009.
- Farjah F, Flum DR, Ramsey SD, Heagerty PJ, Gaston Symons R, Wood DE: Multi-modality mediastinal staging for lung cancer among Medicare beneficiaries. Journal of Thoracic Oncology, 4(3): 355-363, 2009.
- Tejeda S, Thompson B, Coronado G, Martin DP, Heagerty PJ: Predisposing and enabling factors associated with mammography use among Hispanic and non-Hispanic White women living in a rural area. J. Rural Health , 25(1): 1353-1361, 2009.
- Tejeda S, Thompson B, Coronado GD, Heagerty PJ, Martin D: Celebremos La Salud: A community-based intervention for Hispanic and non-Hispanic white women in a rural area. J. Community Health, 34(1): 47--55, 2009.
- Mendez E, Houck J, Doody D, Lohavanichbutr P, Fan W, Rue TC, Yueh B, Futran ND, Upton M, Farwell DG, Heagerty PJ, Zhao LP, Schwartz SS, Chen C: A genetic profile associated with oral cancer identifies a high-risk group of oral cancer patients with poor survival. Clinical Cancer Research, 15(4): 1353-1361, 2009.
2008
- Schildcrout JS, Heagerty PJ: On outcome dependent sampling designs for longitudinal binary response data with time-varying covariates. Biostatistics, 9(4): 735-49, 2008.
- French B, Heagerty PJ: Analysis of longitudinal data to evaluate a policy change. Statistics in Medicine, 27(24): 5005-5025, 2008.
- Sears J, Heagerty PJ: Including injured workers without time loss compensation in Cox regression models: analyzing time loss using all available data. Journal of Occupational Rehabilitation, 18(3): 225-32, 2008.
- Mirza SK, Deyo RA, Heagerty PJ, Konodi MA, Lee LA, Turner JA, Goodkin R: Development of an index to characterize the invasiveness of spine surgery: validation by comparison to blood loss and operative time. Spine, 33(24): 2651-61, 2008.
- Morden NE, Zerzan J, Rue TC, Heagerty PJ, Soumerai SB, Ross-Degnan D, Roughead EE, Sullivan S: Medicaid prior authorization and controlled-release oxycodone. Medical Care, 46(6): 573-580, 2008.
- Jarvik JG, Comstock BA, Heagerty PJ, Haynor DR, Fulton-Kehoe D, Kliot M, Franklin GM: Magnetic resonance imaging with electrodiagnostic studies in patients with suspected carpal tunnel syndrome: Predicting symptoms, function, and surgical benefit at 1 year. Journal of Neurosurgery, 108(3): 541-550, 2008.
- Crawford DC, Nord AS, Badzioch MD, Ranchalis J, McKinstry LA, Ahearn M, Bertucci C, Shepard C, Wong M, Rieder MJ, Nickerson DA, Heagerty PJ, Wijsman EM, Jarvik GP: VLDLR common genetic variation and interaction with APOE is associated with carotid artery disease. Journal of Lipid Research, 49(3): 588-96, 2008.
- Bradbury BD, Wang O, Critchlow CW, Rothman KJ, Heagerty PJ, Keen M, Acquavella JF: Exploring relative mortality and Epoetin alfa dose among hemodialysis patients. Am. J. Kidney Diseases, 51(1): 62-70, 2008.
2007
- Howards PP, Schisterman EF, Heagerty PJ: Potential confounding by exposure history and prior outcomes: an example from perinatal epidemiology. Epidemiology, 18(5): 544-51, 2007.
- Zheng Y, Heagerty PJ: Prospective accuracy for longitudinal markers. Biometrics, 63(2): 332-341, 2007.
- Schildcrout JS, Heagerty PJ: Marginalized models for long series of longitudinal binary response data. Biometrics, 63(2): 322-331, 2007.
- Miglioretti DL, Heagerty PJ: Marginal modeling of non-nested multilevel data using standard software. Am. J. Epidemiology, 165(4): 453-463, 2007.
- Gray LA, Jarvik JG, Heagerty PJ , Hollingworth W, Stout L, Comstock BA, Turner JA, Kallmes DF: Investigational Vertebroplasty Efficacy and Safety Trial (INVEST): a controlled trial of percutaneous vertebroplasty. BMC Musculoskeletal Disorders, 8: 126, 2007.
- Yueh B, Collins M, Souza PE, Boyko E, Loovis CF, Heagerty PJ, Liu C-F, Fausti S, Hedrick S: Screening for auditory impairment: which hearing assessment test (SAI-WHAT)? RCT design and baseline characteristics. Contemporary Clinical Trials, 28(3): 303-315, 2007.
- Carlson CS, Heagerty PJ, Nord AS, Pritchard DK, Ranchalis J, Boguch J, Duan H, Hatsukami T, Schwartz S, Rieder M, Nickerson D, Jarvik GP: TagSNP evaluation for the association of 42 inflammation loci and vascular disease: Evidence of IL6, FGB, ALOX5, NFKBIA, and IL4R loci effects. Human Genetics, 121(1): 65-75, 2007.
- Chan L, Comstock BA, Levinson LM, Turner JA, Hollingsworth W, Heagerty PJ, Kliot M, Jarvik JG: The relationship between electrodiagnostic findings and patient symptoms in mild to moderate carpal tunnel syndrome. Archives of Physical Medicine and Rehabilitation, 88(1): 19-24, 2007.
- Binswanger IA, Stern MF, Deyo RA, Heagerty PJ, Cheadle A, Elmore JG, Koepsell TD: Release from prison: a high-risk of death for former inmates. New England Journal of Medicine, 356(2): 157-165, 2007.
2006
- Buck G, Dukic VM, Heagerty PJ, Louis TA, Lynch CD, Ryan LM, Schisterman EF, Trumble A, and the Pregnancy Modeling Working Group: Statistical issues in the analysis of reproductive outcomes. Statistical Methods in Medical Research, 15(2): 103-126, 2006.
- Carlson CS, Heagerty PJ, Hatsukami TS, Richter RJ, Ranchalis J, Lewis J, Bacus TJ, Schellenberg GD, Rieder MJ, Nickerson DA, Furlong CE, Chait A, Jarvik GP: TagSNP and haplotype analyses of the paraoxonase gene cluster: effects on PON1 activity, LDL oxidative susceptibility, and carotid artery disease. Journal of Lipid Research, 47(5): 1014-1024, 2006.
- Boyko EJ, Ahronie JH, Cohen V, Nelson KM, Heagerty PJ: Prediction of diabetic foot ulcer occurrence using commonly available clinical information: The Seattle Diabetic Foot Study. Diabetes Care, 29(6): 1202-7, 2006.
- Fenton JJ, Levine M, Heagerty PJ, Wagner EH: Bringing geriatrics to the front lines: evaluation of a quality improvement intervention in primary care. J. Am. Board of Family Medicine, 29(4): 331-9, 2006.
- Kahn JM, Goss CH, Heagerty PJ, Kramer AA, Rubenfeld GD: The association between hospital volume and mechanical ventilation. New England Journal of Medicine, 355(1): 41-50, 2006.
- Mirza SK, Deyo RA, Heagerty PJ, Turner JA, Lee LA, Goodkin R, Weiss NS: Towards standardized measurement of the safety of spine surgery: conceptual model and pilot data. BMC Musculoskeletal Disorders, 7(1): 53, 2006.
- Gray DT, Deyo RA, Kreuter W, Mirza SK, Heagerty PJ, Comstock BA, Chan L: Population-based trends in volumes and rates of ambulatory lumbar spine surgery. Spine, 13(17): 1957-63, 2006.
- Carty CL, Heagerty PJ, Nakayama K, McClung EC, Lewis J, Lum D, Boespflug E, McCloud-Gehring C, Soleimani B, Ranchalis J, Bacus T, Furlong C, Jarvik GP: Inflammatory response after influenza vaccination in men with and without carotid artery disease. ATVB, 26(12): 2738-44, 2006.
2005
- Heagerty PJ, Zheng Y: Survival model predictive accuracy and ROC curves. Biometrics, 61(1): 92-105, 2005. (IBS award, best paper Biometrics 2004-5)
- Kurland BF, Heagerty PJ: Directly parameterized regression conditioning on being alive: analysis of longitudinal data truncated by death. Biostatistics. 6(2): 241-258, 2005.
- Schildcrout JS, Heagerty PJ: Regression analysis of longitudinal binary data with time-dependent environmental covariates: bias and efficiency. Biostatistics, 6(4): 633-52, 2005.
- Simpkins MA, Laidre KL, Heagerty PJ: Multivariate regression of satellite-linked dive recorder data: simultaneous analysis of all bins. Marine Mammal Science, 21(2): 243-259, 2005.
- Zheng Y, Heagerty PJ: Partly conditional survival models for longitudinal data. Biometrics, 61(2): 379-391, 2005.
- Rosengart MR, Cumming P, Nathens AB, Heagerty PJ, Maier RV, Rivara FP: An evaluation of the effect of state legislation on firearm mortality. Injury Prevention, 11(2): 77-83, 2005.
- Buchbinder SP, Vittinghoff E, Heagerty PJ, Celum CL, Seage GR, Judson FN, McKirnan D, Mayer KH, Koblin BA: Sexual risk, nitrate inhalant use, and lack of circumcision associated with HIV seroconversion in men who have sex with men in the United States. JAIDS, 39(1): 82-98, 2005.
- Martin BI, Leveson LM, Hollingworth W, Kliot M, Heagerty PJ, Turner JA, Jarvik JG: Surgery versus conservative therapy for carpal tunnel syndrome: methodology of a randomized clinical trial. BMC Musculoskeletal Disorders, 6: 2, 2005.
- Jarvik JG, Hollingworth WH, Heagerty PJ, Haynor DR, Boyko E, Deyo RA: Three-Year incidence of low back pain in an initially asymptomatic cohort: clinical and imaging risk factors. Spine, 30(13): 1541-8, 2005.
- Deyo RA, Mirza SK, Heagerty PJ, Turner JA, Martin BI: A prospective cohort study of surgical treatment for back pain with degenerated discs; study protocol. BMC Musculoskeletal Disorders, 6(1): 24, 2005.
- Lin P, Chaney EF, Heagerty PJ, Felker B, Liu C-F, Hedrick S: The influence of patient preference on depression treatment in primary care. Annals of Behavioral Medicine, 30(2): 164-73, 2005.
- Choe JC, Koepsell TD, Heagerty PJ, Taylor VM: Colorectal cancer among Pacific Islanders in the US: Survival disadvantage for the foreign-born. Cancer Detection and Prevention, 29(4): 361-8, 2005.
- Gold R, Connell F, Heagerty P, Cummings P, Bezruchka S, Davis R, Cawthon ML: Predicting time to subsequent pregnancy. Maternal and Child Health Journal, 9(3): 219-228, 2005
- Galbraith AA, Grossman DC, Koepsell TD, Heagerty PJ, Christakis D: Medicaid acceptance and availability of timely follow-up for newborns with Medicaid. Pediatrics, 116(5): 1148-54, 2005.
- Hu Y, Mirza SK, Jarvik JG, Heagerty PJ, Haynor DR: MR and CT image fusion of the cervical spine: a noninvasive alternative to CT-myelography. Proceedings of SPIE - volume 5744, Medical Imaging 2005: Visualization, Image-Guided Procedures, and Display, Robert L. Galloway Jr., Kevin R. Cleary, Editors: 481-491, 2005.
2004
- Miglioretti DL, Heagerty PJ: Marginal modeling of multilevel binary data with time-varying covariates. Biostatistics, 5(3): 381-398, 2004.
- Kurland BF, Heagerty PJ: Marginalized transition models for longitudinal binary data with ignorable and non-ignorable dropout. Statistics in Medicine, 23(17): 2673-95, 2004.
- Zheng Y, Heagerty PJ: Semiparametric estimation of time-dependent ROC curves for longitudinal marker data. Biostatistics, 5(4): 615-632, 2004.
- Ioannou GN, Dominitz JA, Weiss NS, Heagerty PJ, Kowdley KV: The effect of alcohol consumption on the prevalence of iron overload, and iron deficiency anemia in the United States. Gastroenterology, 126(5): 1293-1301, 2004.
- Gold R, Connell F, Bezruchka S, Heagerty P, Davis R, Cawthon ML: Income inequality and pregnancy spacing. Social Science and Medicine, 59: 1117-1126, 2004.
- Laidre KL, Heide-Jorgensen MP, Logdson ML, Hobbs RC, Heagerty P, Dietz R, Jorgensen OA, Treble MA: Seasonal narwhal habitat associations in the high Arctic. Marine Biology, 145: 821-831, 2004.
- Turner JA, Franklin G, Heagerty PJ, Wu R, Egan K, Fulton-Kehoe D, Gluck JV, Wickizer TM: Association between pain and functioning. Pain, 112: 307-314, 2004.
- Dominitz JA, Boyko EJ, Koepsell T, Heagerty PJ, Maynard C, Sporleder J: Elevated prevalence of Hepatitis C infection in users of United States veterans medical centers. Hepatology, 41(3): 88-89, 2004
- Kurth AE, Martin DP, Golden MR, Weiss NS, Heagerty PJ, Spielberg F, Hansfield HH, Holmes KK: A comparison between audio computer-assisted self-interviews and clinician interviews for obtaining the sexual behavior history. Sex. Trans. Dis., 31(12): 719-726, 2004.
2003
- Yueh B, Weaver E, Bradley B, Krumholz H, Heagerty PJ, Conley A, Sasaki C: A critical evaluation of critical pathways in head and neck cancer. Archives of Otolaryngology / Head & Neck Surgery, 129(1): 89-95, 2003.
- Hedrick SC, Chaney EF, Felker BL, Liu CF, Hasenberg N, Heagerty PJ, Paden G, Greenberg D, Buchanan J, Bagala R, Fihn S, Katon W: Effectiveness of collaborative care for depression. Journal of General Internal Medicine, 18(1): 9-16, 2003.
- Coletti AS, Heagerty PJ, Sheon A, Gross M, Koblin B, Metzger D, Seage G: Randomized, controlled evaluation of a prototype informed consent process for HIV vaccine efficacy trials. JAIDS, 32(2): 161-169, 2003.
- Renzi C, Tabet S, Stucky J, Eaton N, Colletti A, Surawicz C, Agoff N, Heagerty PJ, Gross M, Celum C: Safety and acceptability of the Reality condom for anal sex among men who have sex with men. AIDS, 17(5): 727-731, 2003.
- Ioannou GN, Dominitz JA, Weiss NS, Heagerty PJ, Kowdley KV: Racial differences in the relationship between hepatitis C infection and iron stores. Hepatology, 37(4): 795-801, 2003.
- Zemke AC, Heagerty PJ, Lee C, Cramer SC: Motor cortex organization after stroke is related to side of stroke and level of recovery. Stroke, 34: e23-e28, 2003.
- Liu C-F, Hedrick SC, Chaney EF, Heagerty PJ, Felker B, Hasenberg N, Fihn S, Katon W: Cost-effectiveness of collaborative care depression treatment in a veteran primary care population. Psychiatric Services, 54(5): 698-704, 2003.
- LeMaster JW, Reiber G, Heagerty PJ, Smith DG, Wallace C: Foot ulcers among people with diabetes mellitus: daily ambulatory activity does not increase the risk. Medicine and Science in Sports and Exercise, 35(7): 1093-1099, 2003.
- Neuzil KM, Maynard C, Griffin MR, Heagerty PJ: Winter respiratory viruses and health care use: a population-based study in the northwest United States. Clinical Infectious Diseases, 37(2): 201-207, 2003.
- Felker B, Hedrick SC, Chaney EF, Liu C-F, Heagerty P, Caples H, Lin P, Katon W: Identifying depressed patients with a high risk of comorbid anxiety in primary care. Primary Care Companion J Clin Psychiatry, 5: 104-110, 2003.
- Jarvik GP, Hatsukami TS, Carlson C, Richter RJ, Jampsa R, Brophy VH, Margolin S, Rieder M, Nickerson D, Schellenberg GD, Heagerty PJ, Furlong CE: Paraoxonase activity, but not haplotype utilizing the linkage disequilibium structure, predicts vascular disease. Ateriosclerosis, Thrombosis, and Vascular Biology, 23: 1465-1471, 2003.
- Gaynor WJ, Gerdes M, Zackai EH, Bernbaum J, Wernovsky G, Clancy RR, Newman MF, Saunders AM, Heagerty PJ, D'Agostino J, McDonald-McGinn D, Nicolson SC, Spray TL, Jarvik GJ: Apolipoprotein E genotype and neurodevelopmental sequalae of infant cardiac surgery. Journal of Thoracic and Cardiovascular Surgery, 126: 1736-45, 2003.
- Kanter JW, Epler AJ, Chaney EF, Liu C-F, Heagerty PJ, Lin P, Felker B, Hedrick SC: Comparison of three depression screening methods and provider referral in a Veterans Affairs primary care clinic. Primary Care Companion Journal of Clinical Psychiatry, 5(6): 245-250, 2003.
2002
- Heagerty PJ: Marginalized transition models and likelihood inference for categorical longitudinal data. Biometrics, 58: 342-351, 2002.
- Heagerty PJ, Ward MD, Kleditsch KG: Windows of opportunity: Window subseries empirical variance estimators in international relations. Political Analysis, 10(3): 304-317, 2002. (Warren E. Miller Prize, 2003)
- Fan VS, Au D, Heagerty PJ, Deyo R, McDonell MB, Fihn SD: Validation of case-mix measures derived from self-reports of diagnoses and health. Journal of Clinical Epidemiology, 55(4): 371-380, 2002.
- Reiber GE, Smith D, Wallace C, Sullivan K, Hayes S, Vath C, Maciejewski M, Yu O, Heagerty PJ, Lemaster J: Effect of therapeutic footwear on foot reulceration in patients with diabetes. JAMA, 287(19): 2552-2558, 2002.
- Jarvik JG, Yuen E, Haynor DR, Bradley CM, Fulton-Kehoe D, Smith-Weller T, Wu R, Kliot M, Kraft G, Wang L, Erlich V, Heagerty PJ, Franklin GM: MR nerve imaging in a prospective cohort of patients with suspected carpal tunnel syndrome. Neurology, 58: 1597-1602, 2002.
- Linehan MM, Dimeff LA, Reynolds SK, Comtois KA, Welch SS, Heagerty PJ, Kivlahan D: Dialectic behavior therapy versus comprehensive validation therapy plus 12-step for the treatment of opioid dependent women meeting criteria for borderline personality disorder. Journal of Drug and Alcohol Dependence, 67(1): 13-26, 2002.
- Hedeen AN, Heagerty PJ, Fortney JC, Borowsky SJ, Walder DJ, Perlin JB, Chapko MK: VA community-based outpatient clinics: Quality of care performance measures. Medical Care, 40(7): 570-577, 2002.
- Jarvik GP, Tsai NT, McKinstrey LA, Wani R, Brophy VH, Richter RJ, Schellenberg GD, Heagerty PJ, Hatsukami TS, Furlong CE: Vitamin C and E are associated with increased PON1 activity. Ateriosclerosis, Thrombosis, and Vascular Biology, 22(8): 1329-1333, 2002.
- Flum DR, Koepsell T, Heagerty PJ, Pellegrini CA: The nationwide frequency of major adverse outcome in anti-reflux surgery and the role of surgeon experience, 1992-1997. Journal of the American College of Surgeons, 195(5): 611-618, 2002.
2001
- Heagerty PJ, Kurland BF: Misspecified maximum likelihood estimates and generalized linear mixed models. Biometrika, 88: 973-985, 2001.
- Lumley T, Heagerty PJ: Graphical exploratory analysis of survival data. J Computational Graphical Stat, 9(4): 738-49, 2001.
- Jarvik JG, Hollingworth WH, Heagerty PJ, Haynor DR, Deyo RA: The longitudinal assessment of imaging and disability of the back (LAIDBACK) study: baseline data. Spine, 26: 1158-1166, 2001.
- Goldberg HI, Deyo RA, Taylor VM, Cheadle A, Conrad DA, Loesser JD, Heagerty PJ, Diehr P: Can evidence engender change in back surgery patterns? A randomized controlled trial of community-based interventions. Effective Clinical Practice. 6: 95-104, 2001.
- Kwok YS, Kim C, Heagerty PJ, Redberg R: Pharmacologic stress testing for coronary disease diagnosis: A meta-analysis. American Heart Journal. 142(6): 934-944, 2001.
- Flum DR, Koepsell T, Heagerty PJ, Sinanan M, Dellinger EP: Common bile duct injury during laparoscopic cholecystectomy and the use of intraoperative cholangiography: Adverse outcome or preventable error? Archives of Surgery, 136: 1287-1292, 2001.
2000
- Heagerty PJ, Lumley T: Window subsampling of estimating functions with application to regression models. J Am Stat Assoc, 95:197-211, 2000.
- Heagerty PJ, Zeger SL: Marginalized multilevel models and likelihood inference (with discussion). Statistical Science, 75(1):1-26, 2000.
- Heagerty PJ, Lumley T, Pepe MS: Time dependent ROC curves for censored survival data and a diagnostic marker. Biometrics, 56:337-344, 2000.
- Heagerty PJ, Zeger SL: Multivariate continuation ratio models: connections and caveats. Biometrics, 56:719-732, 2000.
- Koblin BA, Holte S, Lenderking B, Heagerty PJ: Readiness for HIV vaccine trials: Changes in willingness and knowledge among high-risk populations in the HIV Network for Prevention Trials. JAIDS, 24(5): 451-457, 2000.
1999
- Lumley T, Heagerty PJ: Weighted empirical adaptive variance estimators for correlated data regression. J Royal Stat Soc (B), 61:459-477, 1999.
- Pepe MS, Heagerty PJ, Whitaker R: Prediction using partly conditional time-varying coefficients regression models. Biometrics, 55(3):944-950,1999.
- Heagerty PJ: Marginally specified logistic-normal models for longitudinal binary data. Biometrics, 55(3):688-698, 1999. (George W. Snedecor Award, 2001)
- Heagerty PJ, Pepe MS: Semiparametric estimation of regression quantiles with application to standardizing weight for height and age in US children. J Royal Stat Soc (C), 48:533-551, 1999.
- Stone E, Heagerty PJ, Vittinghoff E, Douglas JM, Koblin BA, Mayer K, Celum C, Woody G, Marmor M, Seage GR, Buchbinder S: Correlates of condom failure in a sexually active cohort of gay/bisexual men. J Acquir Immune Defic Synd Hum Retrovirol, 15:495-501, 1999.
1998
- Heagerty PJ, Zeger SL: Lorelogram: A regression approach to exploring association in longitudinal categorical responses. J Am Stat Assoc, 93:150-162, 1998.
- Heagerty PJ, Lele SR: A composite likelihood approach to binary spatial data. J Am Stat Assoc, 93:1099-1111, 1998.
- Koblin B, Heagerty P, Sheon A, Metzger D, Buchbinder S, Celum C, Critchlow C, Douglas J, Gross M, Marmor M, Mayer K, Seage G: Readiness of high-risk populations in the HIV network for prevention trials to participate in HIV-1 vaccine efficacy trials in the United States. AIDS, 42:785-793, 1998.
- Gross M, Buchbinder S, Celum C, Heagerty P, Seage G: Rectal microbicides for U.S. gay men: Are clinical trials needed? Are they feasible? Sex Transm Dis, 25:296-302, 1998.
1997 and prior
- Heagerty PJ, Zeger SL: Marginal regression models for clustered ordinal measurements. J Am Stat Assoc, 91:1024-1036, 1996.
- Zeger SL, Liang K-Y, Heagerty PJ: Comments to: Regression models for discrete longitudinal responses by Fitzmaurice G, Laird N, and Rotnitzky AG. Statistical Science, 3:304-306, 1993.
- Nedelman J, Heagerty P, Lawrence C: Quantitative PCR with internal controls. Comput Appl Biosci, 8:65-70, 1992.
- Nedelman J, Heagerty P, Lawrence C: Quantitative PCR: Procedures and precisions. Bull Math Bio, 54:477-502, 1992.
- Porter PL, Malone KE, Heagerty PJ, Gatti L, Alexander G, Firgo E, Daling J, Roberts J: Expression of cell cycle regulators p27 and cyclin E, alone and in combination, correlate with survival in young breast cancer patients. Nature Medicine, 3:222-225, 1997.
- Clymer-Voorhees C, Stillman FA, Swank RT, Heagerty PJ, Levine DM, Becker DM: Heart, body, and soul: Impact of church-based smoking cessation interventions on readiness to quit. Prev Med, 25:277-285, 1996.