Patrick J. Heagerty - Publications

Affiliations: 
University of Washington, Seattle, Seattle, WA 
Area:
Biostatistics Biology

79 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2022 Schildcrout JS, Harrell FE, Heagerty PJ, Haneuse S, Di Gravio C, Garbett SP, Rathouz PJ, Shepherd BE. Model-assisted analyses of longitudinal, ordinal outcomes with absorbing states. Statistics in Medicine. PMID 35253265 DOI: 10.1002/sim.9366  0.6
2021 Tao R, Mercaldo ND, Haneuse S, Maronge JM, Rathouz PJ, Heagerty PJ, Schildcrout JS. Two-wave two-phase outcome-dependent sampling designs, with applications to longitudinal binary data. Statistics in Medicine. PMID 33442883 DOI: 10.1002/sim.8876  0.566
2020 Ren Y, Hughes JP, Heagerty PJ. A simulation study of statistical approaches to data analysis in the stepped wedge design. Statistics in Biosciences. 12: 399-415. PMID 33747241 DOI: 10.1007/S12561-019-09259-X  0.323
2020 Li F, Hughes JP, Hemming K, Taljaard M, Melnick ER, Heagerty PJ. Mixed-effects models for the design and analysis of stepped wedge cluster randomized trials: An overview. Statistical Methods in Medical Research. 962280220932962. PMID 32631142 DOI: 10.1177/0962280220932962  0.304
2020 Lentz TA, Curtis LH, Rockhold FW, Martin D, Andersson TLG, Arias C, Berlin JA, Binns C, Cook A, Cziraky M, Dent R, Desai M, Emmett A, Esserman D, George J, ... ... Heagerty P, et al. Designing, Conducting, Monitoring, and Analyzing Data from Pragmatic Randomized Clinical Trials: Proceedings from a Multi-stakeholder Think Tank Meeting. Therapeutic Innovation & Regulatory Science. PMID 32514736 DOI: 10.1007/S43441-020-00175-7  0.315
2019 Hughes JP, Heagerty PJ, Xia F, Ren Y. Robust Inference for the Stepped Wedge Design. Biometrics. PMID 31237680 DOI: 10.1111/Biom.13106  0.331
2019 Schildcrout JS, Haneuse S, Tao R, Zelnick LR, Schisterman EF, Garbett SP, Mercaldo ND, Rathouz PJ, Heagerty PJ. Two-phase, generalized case-control designs for quantitative longitudinal outcomes. American Journal of Epidemiology. PMID 31165875 DOI: 10.1093/Aje/Kwz127  0.628
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 : An International Journal of the Society For Medical Decision Making. 272989X18801312. PMID 30319014 DOI: 10.1177/0272989X18801312  0.364
2018 Kosel AE, Heagerty PJ. Semi-supervised neighborhoods and localized patient outcome prediction. Biostatistics (Oxford, England). PMID 29912289 DOI: 10.1093/Biostatistics/Kxy015  0.335
2018 Saha-Chaudhuri P, Heagerty PJ. Dynamic thresholds and a summary ROC curve: Assessing prognostic accuracy of longitudinal markers. Statistics in Medicine. 37: 2700-2714. PMID 29671890 DOI: 10.1002/Sim.7675  0.333
2018 Zelnick LR, Schildcrout JS, Heagerty PJ. Likelihood-based analysis of outcome-dependent sampling designs with longitudinal data. Statistics in Medicine. PMID 29542170 DOI: 10.1002/Sim.7633  0.635
2017 Milani CJ, Rundell SD, Jarvik JG, Friedly J, Heagerty PJ, Avins A, Nerenz D, Gold LS, Turner JA, Annaswamy T, Nedeljkovic SS, Suri P. Associations of Race and Ethnicity with Patient-Reported Outcomes and Health Care Utilization among Older Adults Initiating a New Episode of Care for Back Pain. Spine. PMID 29189640 DOI: 10.1097/Brs.0000000000002499  0.323
2017 Davidson GH, Flum DR, Talan DA, Kessler LG, Lavallee DC, Bizzell BJ, Farjah F, Stewart SD, Krishnadasan A, Carney EE, Wolff EM, Comstock BA, Monsell SE, Heagerty PJ, Ehlers AP, et al. Comparison of Outcomes of antibiotic Drugs and Appendectomy (CODA) trial: a protocol for the pragmatic randomised study of appendicitis treatment. Bmj Open. 7: e016117. PMID 29146633 DOI: 10.1136/Bmjopen-2017-016117  0.307
2017 Schildcrout JS, Schisterman EF, Mercaldo ND, Rathouz PJ, Heagerty PJ. Extending the case-control design to longitudinal data: stratied sampling based on repeated binary outcomes. Epidemiology (Cambridge, Mass.). PMID 29068838 DOI: 10.1097/Ede.0000000000000764  0.636
2017 Li F, Turner EL, Heagerty PJ, Murray DM, Vollmer WM, DeLong ER. An evaluation of constrained randomization for the design and analysis of group-randomized trials with binary outcomes. Statistics in Medicine. PMID 28786223 DOI: 10.1002/Sim.7410  0.347
2017 Skrivankova V, Heagerty PJ. Single index methods for evaluation of marker-guided treatment rules based on multivariate marker panels. Biometrics. PMID 28783868 DOI: 10.1111/Biom.12752  0.351
2017 Gold LS, Bryan M, Comstock BA, Bresnahan BW, Deyo RA, Nedeljkovic SS, Nerenz DR, Heagerty P, Jarvik JG. Associations Between Relative Value Units and Patient-Reported Back Pain and Disability. Gerontology & Geriatric Medicine. 3: 2333721416686019. PMID 28405596 DOI: 10.1177/2333721416686019  0.588
2016 Liang CJ, Heagerty PJ. A risk-based measure of time-varying prognostic discrimination for survival models. Biometrics. PMID 27893925 DOI: 10.1111/Biom.12628  0.338
2016 Maziarz M, Heagerty P, Cai T, Zheng Y. On longitudinal prediction with time-to-event outcome: Comparison of modeling options. Biometrics. PMID 27438160 DOI: 10.1111/Biom.12562  0.538
2016 Bryan M, Heagerty PJ. Multivariate analysis of longitudinal rates of change. Statistics in Medicine. PMID 27417129 DOI: 10.1002/Sim.7035  0.621
2015 Juul SE, Mayock DE, Comstock BA, Heagerty PJ. Neuroprotective potential of erythropoietin in neonates; design of a randomized trial. Maternal Health, Neonatology and Perinatology. 1: 27. PMID 27057344 DOI: 10.1186/S40748-015-0028-Z  0.304
2015 Schildcrout JS, Rathouz PJ, Zelnick LR, Garbett SP, Heagerty PJ. BIASED SAMPLING DESIGNS TO IMPROVE RESEARCH EFFICIENCY: FACTORS INFLUENCING PULMONARY FUNCTION OVER TIME IN CHILDREN WITH ASTHMA. The Annals of Applied Statistics. 9: 731-753. PMID 26322147 DOI: 10.1214/15-Aoas826  0.616
2015 Janes H, Pepe MS, McShane LM, Sargent DJ, Heagerty PJ. The Fundamental Difficulty With Evaluating the Accuracy of Biomarkers for Guiding Treatment. Journal of the National Cancer Institute. 107. PMID 26109106 DOI: 10.1093/Jnci/Djv157  0.319
2015 Deyo RA, Bryan M, Comstock BA, Turner JA, Heagerty P, Friedly J, Avins AL, Nedeljkovic SS, Nerenz DR, Jarvik JG. Trajectories of Symptoms and Function in Older Adults with Low Back Disorders. Spine. PMID 25996537 DOI: 10.1097/Brs.0000000000000975  0.526
2014 Gallego CJ, Bennette CS, Heagerty P, Comstock B, Horike-Pyne M, Hisama F, Amendola LM, Bennett RL, Dorschner MO, Tarczy-Hornoch P, Grady WM, Fullerton SM, Trinidad SB, Regier DA, Nickerson DA, et al. Comparative effectiveness of next generation genomic sequencing for disease diagnosis: design of a randomized controlled trial in patients with colorectal cancer/polyposis syndromes. Contemporary Clinical Trials. 39: 1-8. PMID 24997220 DOI: 10.1016/J.Cct.2014.06.016  0.33
2014 Friedly JL, Comstock BA, Turner JA, Heagerty PJ, Deyo RA, Sullivan SD, Bauer Z, Bresnahan BW, Avins AL, Nedeljkovic SS, Nerenz DR, Standaert C, Kessler L, Akuthota V, Annaswamy T, et al. A randomized trial of epidural glucocorticoid injections for spinal stenosis. The New England Journal of Medicine. 371: 11-21. PMID 24988555 DOI: 10.1056/Nejmoa1313265  0.301
2014 Rundell SD, Bresnahan BW, Heagerty PJ, Comstock BA, Friedly JL, Jarvik JG, Sullivan SD. Mapping a patient-reported functional outcome measure to a utility measure for comparative effectiveness and economic evaluations in older adults with low back pain. Medical Decision Making : An International Journal of the Society For Medical Decision Making. 34: 873-83. PMID 24829274 DOI: 10.1177/0272989X14533995  0.307
2014 Sitlani CM, Heagerty PJ. Analyzing longitudinal data to characterize the accuracy of markers used to select treatment. Statistics in Medicine. 33: 2881-96. PMID 24623550 DOI: 10.1002/Sim.6138  0.612
2014 Bryan M, Heagerty PJ. Direct regression models for longitudinal rates of change. Statistics in Medicine. 33: 2115-36. PMID 24497427 DOI: 10.1002/Sim.6102  0.583
2014 Wakefield J, Skrivankova V, Hsu FC, Sale M, Heagerty P. Detecting signals in pharmacogenomic genome-wide association studies. The Pharmacogenomics Journal. 14: 309-15. PMID 24394200 DOI: 10.1038/Tpj.2013.44  0.329
2014 Cotton CA, Heagerty PJ. Evaluating epoetin dosing strategies using observational longitudinal data Annals of Applied Statistics. 8: 2356-2377. DOI: 10.1214/14-Aoas774  0.655
2013 Mirza SK, Deyo RA, Heagerty PJ, Turner JA, Martin BI, Comstock BA. One-year outcomes of surgical versus nonsurgical treatments for discogenic back pain: a community-based prospective cohort study. The Spine Journal : Official Journal of the North American Spine Society. 13: 1421-33. PMID 23890947 DOI: 10.1016/J.Spinee.2013.05.047  0.319
2013 Comstock BA, Sitlani CM, Jarvik JG, Heagerty PJ, Turner JA, Kallmes DF. Investigational vertebroplasty safety and efficacy trial (INVEST): patient-reported outcomes through 1 year. Radiology. 269: 224-31. PMID 23696683 DOI: 10.1148/Radiol.13120821  0.603
2013 Schildcrout JS, Garbett SP, Heagerty PJ. Outcome vector dependent sampling with longitudinal continuous response data: stratified sampling based on summary statistics. Biometrics. 69: 405-16. PMID 23409789 DOI: 10.1111/Biom.12013  0.629
2013 Heagerty PJ, Comstock BA. Exploration of lagged associations using longitudinal data. Biometrics. 69: 197-205. PMID 23339517 DOI: 10.1111/J.1541-0420.2012.01812.X  0.375
2013 Saha-Chaudhuri P, Heagerty PJ. Non-parametric estimation of a time-dependent predictive accuracy curve Biostatistics. 14: 42-59. PMID 22734044 DOI: 10.1093/Biostatistics/Kxs021  0.364
2012 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. PMID 22767865 DOI: 10.1177/0962280212451881  0.551
2012 Annane D, Mira JP, Ware LB, Gordon AC, Sevransky J, Stüber F, Heagerty PJ, Wellman HF, Neira M, Mancini ADj, Russell JA. Design, conduct, and analysis of a multicenter, pharmacogenomic, biomarker study in matched patients with severe sepsis treated with or without drotrecogin Alfa (activated). Annals of Intensive Care. 2: 15. PMID 22694772 DOI: 10.1186/2110-5820-2-15  0.348
2012 Jarvik JG, Comstock BA, Bresnahan BW, Nedeljkovic SS, Nerenz DR, Bauer Z, Avins AL, James K, Turner JA, Heagerty P, Kessler L, Friedly JL, Sullivan SD, Deyo RA. Study protocol: the Back Pain Outcomes using Longitudinal Data (BOLD) registry. Bmc Musculoskeletal Disorders. 13: 64. PMID 22554166 DOI: 10.1186/1471-2474-13-64  0.308
2012 Sitlani CM, Heagerty PJ, Blood EA, Tosteson TD. Longitudinal structural mixed models for the analysis of surgical trials with noncompliance. Statistics in Medicine. 31: 1738-60. PMID 22344923 DOI: 10.1002/Sim.4510  0.636
2012 Cook AJ, Tiwari RC, Wellman RD, Heckbert SR, Li L, Heagerty P, Marsh T, Nelson JC. Statistical approaches to group sequential monitoring of postmarket safety surveillance data: current state of the art for use in the Mini-Sentinel pilot. Pharmacoepidemiology and Drug Safety. 21: 72-81. PMID 22262595 DOI: 10.1002/Pds.2320  0.306
2012 French B, Farjah F, Flum DR, Heagerty PJ. A general framework for estimating volume-outcome associations from longitudinal data. Statistics in Medicine. 31: 366-82. PMID 22086835 DOI: 10.1002/Sim.4410  0.567
2012 Schildcrout JS, Mumford SL, Chen Z, Heagerty PJ, Rathouz PJ. Outcome-dependent sampling for longitudinal binary response data based on a time-varying auxiliary variable. Statistics in Medicine. 31: 2441-56. PMID 22086716 DOI: 10.1002/Sim.4359  0.638
2011 Schildcrout JS, Heagerty PJ. Outcome-dependent sampling from existing cohorts with longitudinal binary response data: study planning and analysis. Biometrics. 67: 1583-93. PMID 21457191 DOI: 10.1111/J.1541-0420.2011.01582.X  0.623
2011 Cotton CA, Heagerty PJ. A Data Augmentation Method for Estimating the Causal Effect of Adherence to Treatment Regimens Targeting Control of an Intermediate Measure Statistics in Biosciences. 3: 28-44. DOI: 10.1007/S12561-011-9038-1  0.655
2010 Kallmes DF, Jarvik JG, Osborne RH, Comstock BA, Staples MP, Heagerty PJ, Turner JA, Buchbinder R. Clinical utility of vertebroplasty: elevating the evidence. Radiology. 255: 675-80. PMID 20501706 DOI: 10.1148/Radiol.10100425  0.314
2010 Zheng Y, Heagerty PJ, Hsu L, Newcomb PA. On combining family-based and population-based case-control data in association studies. Biometrics. 66: 1024-33. PMID 20163402 DOI: 10.1111/J.1541-0420.2010.01393.X  0.522
2010 Saha P, Heagerty PJ. Time-Dependent Predictive Accuracy in the Presence of Competing Risks Biometrics. 66: 999-1011. PMID 20070296 DOI: 10.1111/J.1541-0420.2009.01375.X  0.33
2009 French B, Heagerty PJ. Marginal mark regression analysis of recurrent marked point process data. Biometrics. 65: 415-22. PMID 18573132 DOI: 10.1111/J.1541-0420.2008.01076.X  0.541
2008 French B, Heagerty PJ. Analysis of longitudinal data to evaluate a policy change. Statistics in Medicine. 27: 5005-25. PMID 18618416 DOI: 10.1002/Sim.3340  0.499
2008 Schildcrout JS, Heagerty PJ. On outcome-dependent sampling designs for longitudinal binary response data with time-varying covariates. Biostatistics (Oxford, England). 9: 735-49. PMID 18372397 DOI: 10.1093/Biostatistics/Kxn006  0.64
2007 Howards PP, Schisterman EF, Heagerty PJ. Potential confounding by exposure history and prior outcomes: an example from perinatal epidemiology. Epidemiology (Cambridge, Mass.). 18: 544-51. PMID 17879426 DOI: 10.1097/Ede.0B013E31812001E6  0.336
2007 Zheng Y, Heagerty PJ. Prospective accuracy for longitudinal markers. Biometrics. 63: 332-41. PMID 17688486 DOI: 10.1111/J.1541-0420.2006.00726.X  0.52
2007 Schildcrout JS, Heagerty PJ. Marginalized models for moderate to long series of longitudinal binary response data. Biometrics. 63: 322-31. PMID 17688485 DOI: 10.1111/J.1541-0420.2006.00680.X  0.608
2007 Miglioretti DL, Heagerty PJ. Marginal modeling of nonnested multilevel data using standard software. American Journal of Epidemiology. 165: 453-63. PMID 17121864 DOI: 10.1093/Aje/Kwk020  0.311
2006 Louis GB, Dukic V, Heagerty PJ, Louis TA, Lynch CD, Ryan LM, Schisterman EF, Trumble A. Analysis of repeated pregnancy outcomes. Statistical Methods in Medical Research. 15: 103-26. PMID 16615652 DOI: 10.1191/0962280206Sm434Oa  0.365
2005 Zheng Y, Heagerty PJ. Partly conditional survival models for longitudinal data. Biometrics. 61: 379-91. PMID 16011684 DOI: 10.1111/J.1541-0420.2005.00323.X  0.54
2005 Schildcrout JS, Heagerty PJ. Regression analysis of longitudinal binary data with time-dependent environmental covariates: bias and efficiency. Biostatistics (Oxford, England). 6: 633-52. PMID 15917376 DOI: 10.1093/Biostatistics/Kxi033  0.621
2005 Kurland BF, Heagerty PJ. Directly parameterized regression conditioning on being alive: analysis of longitudinal data truncated by deaths. Biostatistics (Oxford, England). 6: 241-58. PMID 15772103 DOI: 10.1093/Biostatistics/Kxi006  0.585
2005 Heagerty PJ, Zheng Y. Survival model predictive accuracy and ROC curves. Biometrics. 61: 92-105. PMID 15737082 DOI: 10.1111/J.0006-341X.2005.030814.X  0.538
2005 Simpkins MA, Laidre KL, Heagerty PJ. Multivariate regression of satellite-linked dive recorder data: Simultaneous analysis of all bins Marine Mammal Science. 21: 243-259. DOI: 10.1111/J.1748-7692.2005.Tb01226.X  0.361
2004 Zheng Y, Heagerty PJ. Semiparametric estimation of time-dependent ROC curves for longitudinal marker data. Biostatistics (Oxford, England). 5: 615-32. PMID 15475423 DOI: 10.1093/Biostatistics/Kxh013  0.544
2004 Kurland BF, Heagerty PJ. Marginalized transition models for longitudinal binary data with ignorable and non-ignorable drop-out. Statistics in Medicine. 23: 2673-95. PMID 15316952 DOI: 10.1002/Sim.1850  0.588
2004 Miglioretti DL, Heagerty PJ. Marginal modeling of multilevel binary data with time-varying covariates. Biostatistics (Oxford, England). 5: 381-98. PMID 15208201 DOI: 10.1093/Biostatistics/Kxg042  0.327
2002 Heagerty PJ. Marginalized transition models and likelihood inference for longitudinal categorical data. Biometrics. 58: 342-51. PMID 12071407 DOI: 10.1111/J.0006-341X.2002.00342.X  0.334
2002 Heagerty P, Ward MD, Gleditsch KS. Windows of Opportunity: Window Subseries Empirical Variance Estimators in International Relations Political Analysis. 10: 304-317. DOI: 10.1093/Pan/10.3.304  0.329
2001 Heagerty PJ, Kurland BF. Misspecified maximum likelihood estimates and generalised linear mixed models Biometrika. 88: 973-985. DOI: 10.1093/Biomet/88.4.973  0.595
2000 Heagerty PJ, Zeger SL. Multivariate continuation ratio models: Connections and caveats Biometrics. 56: 719-732. PMID 10985208 DOI: 10.1111/J.0006-341X.2000.00719.X  0.354
2000 Heagerty PJ, Lumley T, Pepe MS. Time-dependent ROC curves for censored survival data and a diagnostic marker Biometrics. 56: 337-344. PMID 10877287 DOI: 10.1111/J.0006-341X.2000.00337.X  0.313
2000 Lumley T, Heagerty P. Graphical Exploratory Analysis of Survival Data Journal of Computational and Graphical Statistics. 9: 738-749. DOI: 10.1080/10618600.2000.10474910  0.315
2000 Heagerty PJ, Lumley T. Window Subsampling of Estimating Functions with Application to Regression Models Journal of the American Statistical Association. 95: 197-211. DOI: 10.1080/01621459.2000.10473914  0.339
1999 Pepe MS, Heagerty P, Whitaker R. Prediction using partly conditional time-varying coefficients regression models Biometrics. 55: 944-950. PMID 11315033 DOI: 10.1111/J.0006-341X.1999.00944.X  0.36
1999 Heagerty PJ. Marginally specified logistic-normal models for longitudinal binary data Biometrics. 55: 688-698. PMID 11314994 DOI: 10.1111/J.0006-341X.1999.00688.X  0.351
1999 Heagerty PJ, Pepe MS. Semiparametric estimation of regression quantiles with application to standardizing weight for height and age in US children Journal of the Royal Statistical Society. Series C: Applied Statistics. 48: 533-551. DOI: 10.1111/1467-9876.00170  0.3
1999 Lumley T, Heagerty P. Weighted empirical adaptive variance estimators for correlated data regression Journal of the Royal Statistical Society: Series B (Statistical Methodology). 61: 459-477. DOI: 10.1111/1467-9868.00187  0.333
1998 Heagerty PJ, Zeger SL. Lorelogram: A regression approach to exploring dependence in longitudinal categorical responses Journal of the American Statistical Association. 93: 150-162. DOI: 10.1080/01621459.1998.10474097  0.343
1998 Heagerty PJ, Lele SR. A composite likelihood approach to binary spatial data Journal of the American Statistical Association. 93: 1099-1111. DOI: 10.1080/01621459.1998.10473771  0.34
1996 Heagerty PJ, Zeger SL. Marginal regression models for clustered ordinal measurements Journal of the American Statistical Association. 91: 1024-1036. DOI: 10.1080/01621459.1996.10476973  0.334
1992 Nedelman J, Heagerty P, Lawrence C. Quantitative PCR with internal controls. Bioinformatics. 8: 65-70. PMID 1568128 DOI: 10.1093/Bioinformatics/8.1.65  0.334
Show low-probability matches.