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Romain S Neugebauer PhD

TitleResearch Scientist II
InstitutionKaiser Permanente Northern California
DepartmentDivision of Research
ORCID ORCID Icon0000-0002-6085-4564 Additional info
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    Collapse Biography 
    Collapse education and training
    Ecole Nationale Supérieure Agronomique de Montpellier, Montpellier, FranceDiplôme d’Ingénieur Agronome7/2000Agricultural Sciences
    Ecole Nationale Supérieure Agronomique de Montpellier, Montpellier, FranceDiplôme d’Etudes Approfondies07/2000Biostatistics
    University of California, Berkeley, Berkeley, CAPhD05/2004Biostatistics

    Collapse Overview 
    Collapse overview
    Romain S. Neugebauer, PhD, is a research scientist at the Kaiser Permanente Northern California Division of Research. His research focuses on the development, application, and dissemination of statistical methodologies to evaluate treatment effects in randomized experiments and observational studies. His particular interest is in causal methods to evaluate the effects of treatment regimens with complex longitudinal data. Prior to joining the Division of Research, Dr. Neugebauer was a researcher and lecturer in the School of Public Health at the University of California, Berkeley where he also received his PhD in biostatistics. A repository of R and SAS software developed as part of his research is available here.

    Collapse Bibliographic 
    Collapse selected publications
    Publications listed below are automatically derived from MEDLINE/PubMed and other sources, which might result in incorrect or missing publications. Faculty can login to make corrections and additions.
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    1. Sofrygin O, Zhu Z, Schmittdiel JA, Adams AS, Grant RW, van der Laan MJ, Neugebauer R. Targeted learning with daily EHR data. Stat Med. 2019 Apr 25. PMID: 31025411.
      View in: PubMed
    2. Lieu TA, Herrinton LJ, Buzkov DE, Liu L, Lyons D, Neugebauer R, Needham T, Ng D, Prausnitz S, Stewart K, Van Den Eeden SK, Baer DM. Developing a Prognostic Information System for Personalized Care in Real Time. EGEMS (Wash DC). 2019 Mar 25; 7(1):2. PMID: 30937324.
      View in: PubMed
    3. Hernández-Ramírez RU, Qin L, Lin H, Leyden W, Neugebauer RS, Althoff KN, Achenbach CJ, Hessol NA, D'Souza G, Gebo KA, Gill MJ, Grover S, Horberg MA, Li J, Mathews WC, Mayor AM, Park LS, Rabkin CS, Salters K, Justice AC, Moore RD, Engels EA, Silverberg MJ, Dubrow R. Association of immunosuppression and HIV viraemia with non-Hodgkin lymphoma risk overall and by subtype in people living with HIV in Canada and the USA: a multicentre cohort study. Lancet HIV. 2019 Apr; 6(4):e240-e249. PMID: 30826282.
      View in: PubMed
    4. Neugebauer R, Su KA, Zhu Z, Sokil M, Chren MM, Friedman GD, Asgari MM. Comparative effectiveness of treatment of actinic keratosis with topical fluorouracil and imiquimod in the prevention of keratinocyte carcinoma: A cohort study. J Am Acad Dermatol. 2019 Apr; 80(4):998-1005. PMID: 30458208.
      View in: PubMed
    5. Adams AS, Schmittdiel JA, Altschuler A, Bayliss EA, Neugebauer R, Ma L, Dyer W, Clark J, Cook B, Willyoung D, Jaffe M, Young JD, Kim E, Boggs JM, Prosser LA, Wittenberg E, Callaghan B, Shainline M, Hippler RM, Grant RW. Automated symptom and treatment side effect monitoring for improved quality of life among adults with diabetic peripheral neuropathy in primary care: a pragmatic, cluster, randomized, controlled trial. Diabet Med. 2019 01; 36(1):52-61. PMID: 30343489.
      View in: PubMed
    6. Yanik EL, Hernández-Ramírez RU, Qin L, Lin H, Leyden W, Neugebauer RS, Horberg MA, Moore RD, Mathews WC, Justice AC, Hessol NA, Mayor AM, Gill MJ, Brooks JT, Sun J, Althoff KN, Engels EA, Silverberg MJ, Dubrow R. Brief Report: Cutaneous Melanoma Risk Among People With HIV in the United States and Canada. J Acquir Immune Defic Syndr. 2018 Aug 15; 78(5):499-504. PMID: 29771785.
      View in: PubMed
    7. Neugebauer R, Levandoski KA, Zhu Z, Sokil M, Chren MM, Friedman GD, Asgari MM. A real-world, community-based cohort study comparing the effectiveness of topical fluorouracil versus topical imiquimod for the treatment of actinic keratosis. J Am Acad Dermatol. 2018 04; 78(4):710-716. PMID: 29277731.
      View in: PubMed
    8. Sofrygin O, van der Laan MJ, Neugebauer R. simcausal R Package: Conducting Transparent and Reproducible Simulation Studies of Causal Effect Estimation with Complex Longitudinal Data. J Stat Softw. 2017; 81. PMID: 29104515.
      View in: PubMed
    9. Dubrow R, Qin L, Lin H, Hernández-Ramírez RU, Neugebauer RS, Leyden W, Althoff KN, Achenbach CJ, Hessol NA, Modur SP, D'Souza G, Bosch RJ, Grover S, Horberg MA, Kitahata MM, Mayor AM, Novak RM, Rabkin CS, Sterling TR, Goedert JJ, Justice AC, Engels EA, Moore RD, Silverberg MJ. Association of CD4+ T-cell Count, HIV-1 RNA Viral Load, and Antiretroviral Therapy With Kaposi Sarcoma Risk Among HIV-infected Persons in the United States and Canada. J Acquir Immune Defic Syndr. 2017 08 01; 75(4):382-390. PMID: 28394855.
      View in: PubMed
    10. Littell RD, Tucker LY, Raine-Bennett T, Palen TE, Zaritsky E, Neugebauer R, Embry-Schubert J, Lentz SE. Adjuvant gemcitabine-docetaxel chemotherapy for stage I uterine leiomyosarcoma: Trends and survival outcomes. Gynecol Oncol. 2017 10; 147(1):11-17. PMID: 28747255.
      View in: PubMed
    11. Zaritsky E, Tucker LY, Neugebauer R, Chou T, Flanagan T, Walter AJ, Raine-Bennett T. Minimally Invasive Hysterectomy and Power Morcellation Trends in a West Coast Integrated Health System. Obstet Gynecol. 2017 06; 129(6):996-1005. PMID: 28486359.
      View in: PubMed
    12. Storer M, Zhu Z, Sokil M, Ford M, Neugebauer R, Asgari MM. Community-Based Practice Variations in Topical Treatment of Actinic Keratoses. JAMA Dermatol. 2017 05 01; 153(5):468-470. PMID: 28384712.
      View in: PubMed
    13. Schmittdiel JA, Adams SR, Goler N, Sanna RS, Boccio M, Bellamy DJ, Brown SD, Neugebauer RS, Ferrara A. The impact of telephonic wellness coaching on weight loss: A "Natural Experiments for Translation in Diabetes (NEXT-D)" study. Obesity (Silver Spring). 2017 02; 25(2):352-356. PMID: 28124501.
      View in: PubMed
    14. Neugebauer R, Schmittdiel JA, Adams AS, Grant RW, van der Laan MJ. Identification of the joint effect of a dynamic treatment intervention and a stochastic monitoring intervention under the no direct effect assumption. J Causal Inference. 2017 03; 5(1). PMID: 29238650.
      View in: PubMed
    15. Boccio M, Sanna RS, Adams SR, Goler NC, Brown SD, Neugebauer RS, Ferrara A, Wiley DM, Bellamy DJ, Schmittdiel JA. Telephone-Based Coaching. Am J Health Promot. 2017 03; 31(2):136-142. PMID: 26559720.
      View in: PubMed
    16. Cespedes Feliciano EM, Kroenke CH, Meyerhardt JA, Prado CM, Bradshaw PT, Dannenberg AJ, Kwan ML, Xiao J, Quesenberry C, Weltzien EK, Castillo AL, Caan BJ. Metabolic Dysfunction, Obesity, and Survival Among Patients With Early-Stage Colorectal Cancer. J Clin Oncol. 2016 Oct 20; 34(30):3664-3671. PMID: 27601537.
      View in: PubMed
    17. Kroenke CH, Neugebauer R, Meyerhardt J, Prado CM, Weltzien E, Kwan ML, Xiao J, Caan BJ. Analysis of Body Mass Index and Mortality in Patients With Colorectal Cancer Using Causal Diagrams. JAMA Oncol. 2016 Sep 01; 2(9):1137-45. PMID: 27196302.
      View in: PubMed
    18. Lo JC, Kim S, Chandra M, Ettinger B. Applying ethnic-specific bone mineral density T-scores to Chinese women in the USA. Osteoporos Int. 2016 12; 27(12):3477-3484. PMID: 27468900.
      View in: PubMed
    19. Wu AC, Li L, Fung V, Kharbanda EO, Larkin EK, Butler MG, Galbraith A, Miroshnik I, Davis RL, Horan K, Lieu TA. Mismatching Among Guidelines, Providers, and Parents on Controller Medication Use in Children with Asthma. J Allergy Clin Immunol Pract. 2016 Sep-Oct; 4(5):910-6. PMID: 27212379.
      View in: PubMed
    20. Raebel MA, Shetterly S, Lu CY, Flory J, Gagne JJ, Harrell FE, Haynes K, Herrinton LJ, Patorno E, Popovic J, Selvan M, Shoaibi A, Wang X, Roy J. Methods for using clinical laboratory test results as baseline confounders in multi-site observational database studies when missing data are expected. Pharmacoepidemiol Drug Saf. 2016 07; 25(7):798-814. PMID: 27146273.
      View in: PubMed
    21. Sallis RE, Matuszak JM, Baggish AL, Franklin BA, Chodzko-Zajko W, Fletcher BJ, Gregory A, Joy E, Matheson G, McBride P, Puffer JC, Trilk J, Williams J. Call to Action on Making Physical Activity Assessment and Prescription a Medical Standard of Care. Curr Sports Med Rep. 2016 May-Jun; 15(3):207-14. PMID: 27172086.
      View in: PubMed
    22. Neugebauer R, Schmittdiel JA, van der Laan MJ. A Case Study of the Impact of Data-Adaptive Versus Model-Based Estimation of the Propensity Scores on Causal Inferences from Three Inverse Probability Weighting Estimators. Int J Biostat. 2016 05 01; 12(1):131-55. PMID: 27227720.
      View in: PubMed
    23. Tabung FK, Steck SE, Liese AD, Zhang J, Ma Y, Caan B, Chlebowski RT, Freudenheim JL, Hou L, Mossavar-Rahmani Y, Shivappa N, Vitolins MZ, Wactawski-Wende J, Ockene JK, Hébert JR. Association between dietary inflammatory potential and breast cancer incidence and death: results from the Women's Health Initiative. Br J Cancer. 2016 05 24; 114(11):1277-85. PMID: 27100730.
      View in: PubMed
    24. Marcus JL, Neugebauer RS, Leyden WA, Chao CR, Xu L, Quesenberry CP, Klein DB, Towner WJ, Horberg MA, Silverberg MJ. Use of Abacavir and Risk of Cardiovascular Disease Among HIV-Infected Individuals. J Acquir Immune Defic Syndr. 2016 Apr 01; 71(4):413-9. PMID: 26536316.
      View in: PubMed
    25. Adams AS, Bayliss EA, Schmittdiel JA, Altschuler A, Dyer W, Neugebauer R, Jaffe M, Young JD, Kim E, Grant RW. The Diabetes Telephone Study: Design and challenges of a pragmatic cluster randomized trial to improve diabetic peripheral neuropathy treatment. Clin Trials. 2016 06; 13(3):286-93. PMID: 27034455.
      View in: PubMed
    26. Lo JC, Hui RL, Grimsrud CD, Chandra M, Neugebauer RS, Gonzalez JR, Budayr A, Lau G, Ettinger B. The association of race/ethnicity and risk of atypical femur fracture among older women receiving oral bisphosphonate therapy. Bone. 2016 Apr; 85:142-7. PMID: 26769007.
      View in: PubMed
    27. Raine-Bennett T, Tucker LY, Zaritsky E, Littell RD, Palen T, Neugebauer R, Axtell A, Schultze PM, Kronbach DW, Embry-Schubert J, Sundang A, Bischoff K, Compton-Phillips AL, Lentz SE. Occult Uterine Sarcoma and Leiomyosarcoma: Incidence of and Survival Associated With Morcellation. Obstet Gynecol. 2016 Jan; 127(1):29-39. PMID: 26646120.
      View in: PubMed
    28. Xiao H, Adams SR, Goler N, Sanna RS, Boccio M, Bellamy DJ, Brown SD, Neugebauer RS, Ferrara A, Schmittdiel JA. Wellness Coaching for People With Prediabetes: A Randomized Encouragement Trial to Evaluate Outreach Methods at Kaiser Permanente, Northern California, 2013. Prev Chronic Dis. 2015 Nov 25; 12:E207. PMID: 26605707.
      View in: PubMed
    29. Mertens JR, Chi FW, Weisner CM, Satre DD, Ross TB, Allen S, Pating D, Campbell CI, Lu YW, Sterling SA. Physician versus non-physician delivery of alcohol screening, brief intervention and referral to treatment in adult primary care: the ADVISe cluster randomized controlled implementation trial. Addict Sci Clin Pract. 2015 Nov 19; 10:26. PMID: 26585638.
      View in: PubMed
    30. Adams SR, Wiley DM, Fargeix A, George V, Neugebauer RS, Schmittdiel JA. Employer-Based Screening for Diabetes and Prediabetes in an Integrated Health Care Delivery System: A Natural Experiment for Translation in Diabetes (NEXT-D) Study. J Occup Environ Med. 2015 Nov; 57(11):1147-53. PMID: 26539761.
      View in: PubMed
    31. Nguyen HQ, Bailey A, Coleman KJ, Desai S, Fan VS, Gould MK, Maddock L, Miller K, Towner W, Xiang AH, Moy ML. Patient-centered physical activity coaching in COPD (Walk On!): A study protocol for a pragmatic randomized controlled trial. Contemp Clin Trials. 2016 Jan; 46:18-29. PMID: 26597414.
      View in: PubMed
    32. Illingworth JL, Watson P, Xu S, Manford M, Ring H. A method for identifying associations between seizures and possible trigger events in adults with intellectual disability. Epilepsia. 2015 Nov; 56(11):1812-8. PMID: 26385590.
      View in: PubMed
    33. Desai JR, Vazquez-Benitez G, Xu Z, Schroeder EB, Karter AJ, Steiner JF, Nichols GA, Reynolds K, Xu S, Newton K, Pathak RD, Waitzfelder B, Lafata JE, Butler MG, Kirchner HL, Thomas A, O'Connor PJ. Who Must We Target Now to Minimize Future Cardiovascular Events and Total Mortality?: Lessons From the Surveillance, Prevention and Management of Diabetes Mellitus (SUPREME-DM) Cohort Study. Circ Cardiovasc Qual Outcomes. 2015 Sep; 8(5):508-16. PMID: 26307132.
      View in: PubMed
    34. Lyles CR, Seligman HK, Parker MM, Moffet HH, Adler N, Schillinger D, Piette JD, Karter AJ. Financial Strain and Medication Adherence among Diabetes Patients in an Integrated Health Care Delivery System: The Diabetes Study of Northern California (DISTANCE). Health Serv Res. 2016 Apr; 51(2):610-24. PMID: 26256117.
      View in: PubMed
    35. Ackermann RT, Kenrik Duru O, Albu JB, Schmittdiel JA, Soumerai SB, Wharam JF, Ali MK, Mangione CM, Gregg EW. Evaluating diabetes health policies using natural experiments: the natural experiments for translation in diabetes study. Am J Prev Med. 2015 Jun; 48(6):747-54. PMID: 25998925.
      View in: PubMed
    36. Duru OK, Turk N, Ettner SL, Neugebauer R, Moin T, Li J, Kimbro L, Chan C, Luchs RH, Keckhafer AM, Kirvan A, Ho S, Mangione CM. Adherence to Metformin, Statins, and ACE/ARBs Within the Diabetes Health Plan (DHP). J Gen Intern Med. 2015 Nov; 30(11):1645-50. PMID: 25944019.
      View in: PubMed
    37. Palakodeti S, Uratsu CS, Schmittdiel JA, Grant RW. Changes in physical activity among adults with diabetes: a longitudinal cohort study of inactive patients with Type 2 diabetes who become physically active. Diabet Med. 2015 Aug; 32(8):1051-7. PMID: 25764298.
      View in: PubMed
    38. Neugebauer R, Schmittdiel JA, Zhu Z, Rassen JA, Seeger JD, Schneeweiss S. High-dimensional propensity score algorithm in comparative effectiveness research with time-varying interventions. Stat Med. 2015 Feb 28; 34(5):753-81. PMID: 25488047.
      View in: PubMed
    39. Laraia BA, Blanchard SD, Karter AJ, Jones-Smith JC, Warton M, Kersten E, Jerrett M, Moffet HH, Adler N, Schillinger D, Kelly M. Spatial pattern of body mass index among adults in the diabetes study of Northern California (DISTANCE). Int J Health Geogr. 2014 Dec 04; 13:48. PMID: 25471753.
      View in: PubMed
    40. Sallis R, Franklin B, Joy L, Ross R, Sabgir D, Stone J. Strategies for promoting physical activity in clinical practice. Prog Cardiovasc Dis. 2015 Jan-Feb; 57(4):375-86. PMID: 25459975.
      View in: PubMed
    41. Karter AJ, Parker MM, Duru OK, Schillinger D, Adler NE, Moffet HH, Adams AS, Chan J, Herman WH, Schmittdiel JA. Impact of a pharmacy benefit change on new use of mail order pharmacy among diabetes patients: the Diabetes Study of Northern California (DISTANCE). Health Serv Res. 2015 Apr; 50(2):537-59. PMID: 25131156.
      View in: PubMed
    42. Hedderson M, Ferrara A. A call to increase physical activity among women of reproductive age: is it possible? JAMA Intern Med. 2014 Jul; 174(7):1056-7. PMID: 24841171.
      View in: PubMed
    43. Lo JC, Zheng P, Grimsrud CD, Chandra M, Ettinger B, Budayr A, Lau G, Baur MM, Hui RL, Neugebauer R. Racial/ethnic differences in hip and diaphyseal femur fractures. Osteoporos Int. 2014 Sep; 25(9):2313-8. PMID: 24964891.
      View in: PubMed
    44. Neugebauer R, Schmittdiel JA, van der Laan MJ. Targeted learning in real-world comparative effectiveness research with time-varying interventions. Stat Med. 2014 Jun 30; 33(14):2480-520. PMID: 24535915.
      View in: PubMed
    45. Li L, Vollmer WM, Butler MG, Wu P, Kharbanda EO, Wu AC. A comparison of confounding adjustment methods for assessment of asthma controller medication effectiveness. Am J Epidemiol. 2014 Mar 01; 179(5):648-59. PMID: 24464909.
      View in: PubMed
    46. Exalto LG, Biessels GJ, Karter AJ, Huang ES, Quesenberry CP, Whitmer RA. Severe diabetic retinal disease and dementia risk in type 2 diabetes. J Alzheimers Dis. 2014; 42 Suppl 3:S109-17. PMID: 24625797.
      View in: PubMed
    47. Moffet HH, Warton EM, Parker MM, Liu JY, Lyles CR, Karter AJ. The DISTANCE model for collaborative research: distributing analytic effort using scrambled data sets. Inf Secur Comput Fraud. 2014; 2(3):33-38. PMID: 25584364.
      View in: PubMed
    48. Grant RW, Schmittdiel JA, Neugebauer RS, Uratsu CS, Sternfeld B. Exercise as a vital sign: a quasi-experimental analysis of a health system intervention to collect patient-reported exercise levels. J Gen Intern Med. 2014 Feb; 29(2):341-8. PMID: 24309950.
      View in: PubMed
    49. Adams SR, Goler NC, Sanna RS, Boccio M, Bellamy DJ, Brown SD, Neugebauer RS, Ferrara A, Wiley DM, Schmittdiel JA. Patient satisfaction and perceived success with a telephonic health coaching program: the Natural Experiments for Translation in Diabetes (NEXT-D) Study, Northern California, 2011. Prev Chronic Dis. 2013 Oct 31; 10:E179. PMID: 24176083.
      View in: PubMed
    50. Reed M, Huang J, Brand R, Graetz I, Neugebauer R, Fireman B, Jaffe M, Ballard DW, Hsu J. Implementation of an outpatient electronic health record and emergency department visits, hospitalizations, and office visits among patients with diabetes. JAMA. 2013 Sep 11; 310(10):1060-5. PMID: 24026601.
      View in: PubMed
    51. Neugebauer R, Fireman B, Roy JA, Raebel MA, Nichols GA, O'Connor PJ. Super learning to hedge against incorrect inference from arbitrary parametric assumptions in marginal structural modeling. J Clin Epidemiol. 2013 Aug; 66(8 Suppl):S99-109. PMID: 23849160.
      View in: PubMed
    52. Neugebauer R, Fireman B, Roy JA, O'Connor PJ. Impact of specific glucose-control strategies on microvascular and macrovascular outcomes in 58,000 adults with type 2 diabetes. Diabetes Care. 2013 Nov; 36(11):3510-6. PMID: 23877990.
      View in: PubMed
    53. Oh SR, Tung JD, Priel A, Levi L, Granet DB, Korn BS, Kikkawa DO. Reduction of orbital inflammation following decompression for thyroid-related orbitopathy. Biomed Res Int. 2013; 2013:794984. PMID: 23853771.
      View in: PubMed
    54. Chi FW, Sterling S, Campbell CI, Weisner C. 12-step participation and outcomes over 7 years among adolescent substance use patients with and without psychiatric comorbidity. Subst Abus. 2013; 34(1):33-42. PMID: 23327502.
      View in: PubMed
    55. Schmittdiel JA, Brown SD, Neugebauer R, Adams SR, Adams AS, Wiley D, Ferrara A. Health-plan and employer-based wellness programs to reduce diabetes risk: The Kaiser Permanente Northern California NEXT-D Study. Prev Chronic Dis. 2013; 10:E15. PMID: 23369768.
      View in: PubMed
    56. Nichols GA, Desai J, Elston Lafata J, Lawrence JM, O'Connor PJ, Pathak RD, Raebel MA, Reid RJ, Selby JV, Silverman BG, Steiner JF, Stewart WF, Vupputuri S, Waitzfelder B. Construction of a multisite DataLink using electronic health records for the identification, surveillance, prevention, and management of diabetes mellitus: the SUPREME-DM project. Prev Chronic Dis. 2012; 9:E110. PMID: 22677160.
      View in: PubMed
    57. Neugebauer R, Fireman B, Roy JA, O'Connor PJ, Selby JV. Dynamic marginal structural modeling to evaluate the comparative effectiveness of more or less aggressive treatment intensification strategies in adults with type 2 diabetes. Pharmacoepidemiol Drug Saf. 2012 May; 21 Suppl 2:99-113. PMID: 22552985.
      View in: PubMed
    58. Moore KL, Neugebauer R, van der Laan MJ, Tager IB. Causal inference in epidemiological studies with strong confounding. Stat Med. 2012 Jun 15; 31(13):1380-404. PMID: 22362629.
      View in: PubMed
    59. Katon W, Lyles CR, Parker MM, Karter AJ, Huang ES, Whitmer RA. Association of depression with increased risk of dementia in patients with type 2 diabetes: the Diabetes and Aging Study. Arch Gen Psychiatry. 2012 Apr; 69(4):410-7. PMID: 22147809.
      View in: PubMed
    60. Asgari MM, Warton EM, Neugebauer R, Chren MM. Predictors of patient satisfaction with Mohs surgery: analysis of preoperative, intraoperative, and postoperative factors in a prospective cohort. Arch Dermatol. 2011 Dec; 147(12):1387-94. PMID: 22184760.
      View in: PubMed
    61. Silverberg MJ, Chao C, Leyden WA, Xu L, Horberg MA, Klein D, Towner WJ, Dubrow R, Quesenberry CP, Neugebauer RS, Abrams DI. HIV infection, immunodeficiency, viral replication, and the risk of cancer. Cancer Epidemiol Biomarkers Prev. 2011 Dec; 20(12):2551-9. PMID: 22109347.
      View in: PubMed
    62. Parker MM, Moffet HH, Schillinger D, Adler N, Fernandez A, Ciechanowski P, Karter AJ. Ethnic differences in appointment-keeping and implications for the patient-centered medical home--findings from the Diabetes Study of Northern California (DISTANCE). Health Serv Res. 2012 Apr; 47(2):572-93. PMID: 22091785.
      View in: PubMed
    63. Maas AI, Menon DK, Lingsma HF, Pineda JA, Sandel ME, Manley GT. Re-orientation of clinical research in traumatic brain injury: report of an international workshop on comparative effectiveness research. J Neurotrauma. 2012 Jan 01; 29(1):32-46. PMID: 21545277.
      View in: PubMed
    64. Moore KL, Neugebauer R, Valappil T, Laan MJ. Robust extraction of covariate information to improve estimation efficiency in randomized trials. Stat Med. 2011 Aug 30; 30(19):2389-408. PMID: 21751231.
      View in: PubMed
    65. Moore K, Neugebauer R, Lurmann F, Hall J, Brajer V, Alcorn S, Tager I. Ambient ozone concentrations and cardiac mortality in Southern California 1983-2000: application of a new marginal structural model approach. Am J Epidemiol. 2010 Jun 01; 171(11):1233-43. PMID: 20439309.
      View in: PubMed
    66. Satre DD, Campbell CI, Gordon NS, Weisner C. Ethnic disparities in accessing treatment for depression and substance use disorders in an integrated health plan. Int J Psychiatry Med. 2010; 40(1):57-76. PMID: 20565045.
      View in: PubMed
    67. Cuijpers P, Muñoz RF, Clarke GN, Lewinsohn PM. Psychoeducational treatment and prevention of depression: the "Coping with Depression" course thirty years later. Clin Psychol Rev. 2009 Jul; 29(5):449-58. PMID: 19450912.
      View in: PubMed
    68. Mortimer K, Neugebauer R, Lurmann F, Alcorn S, Balmes J, Tager I. Early-lifetime exposure to air pollution and allergic sensitization in children with asthma. J Asthma. 2008 Dec; 45(10):874-81. PMID: 19085576.
      View in: PubMed
    69. Insel BJ, Schaefer CA, McKeague IW, Susser ES, Brown AS. Maternal iron deficiency and the risk of schizophrenia in offspring. Arch Gen Psychiatry. 2008 Oct; 65(10):1136-44. PMID: 18838630.
      View in: PubMed
    70. Moore K, Neugebauer R, Lurmann F, Hall J, Brajer V, Alcorn S, Tager I. Ambient ozone concentrations cause increased hospitalizations for asthma in children: an 18-year study in Southern California. Environ Health Perspect. 2008 Aug; 116(8):1063-70. PMID: 18709165.
      View in: PubMed
    71. Mortimer K, Neugebauer R, Lurmann F, Alcorn S, Balmes J, Tager I. Air pollution and pulmonary function in asthmatic children: effects of prenatal and lifetime exposures. Epidemiology. 2008 Jul; 19(4):550-7; discussion 561-2. PMID: 18520616.
      View in: PubMed
    72. Moffet HH, Adler N, Schillinger D, Ahmed AT, Laraia B, Selby JV, Neugebauer R, Liu JY, Parker MM, Warton M, Karter AJ. Cohort Profile: The Diabetes Study of Northern California (DISTANCE)--objectives and design of a survey follow-up study of social health disparities in a managed care population. Int J Epidemiol. 2009 Feb; 38(1):38-47. PMID: 18326513.
      View in: PubMed
    73. Alexander JL, Richardson G, Grypma L, Hunkeler EM. Collaborative depression care, screening, diagnosis and specificity of depression treatments in the primary care setting. Expert Rev Neurother. 2007 Nov; 7(11 Suppl):S59-80. PMID: 18039069.
      View in: PubMed
    74. Petersen ML, Wang Y, van der Laan MJ, Rhee SY, Shafer RW, Fessel WJ. Virologic efficacy of boosted double versus boosted single protease inhibitor therapy. AIDS. 2007 Jul 31; 21(12):1547-54. PMID: 17630549.
      View in: PubMed
    75. Crooks VC, Parsons TD, Buckwalter JG. Validation of the Cognitive Assessment of Later Life Status (CALLS) instrument: a computerized telephonic measure. BMC Neurol. 2007 May 21; 7:10. PMID: 17517137.
      View in: PubMed
    76. Brown AS, Bottiglieri T, Schaefer CA, Quesenberry CP, Liu L, Bresnahan M, Susser ES. Elevated prenatal homocysteine levels as a risk factor for schizophrenia. Arch Gen Psychiatry. 2007 Jan; 64(1):31-9. PMID: 17199052.
      View in: PubMed
    77. Neugebauer R, van der Laan MJ, Joffe MM, Tager IB. Causal inference in longitudinal studies with history-restricted marginal structural models. Electron J Stat. 2007 Jan 01; 1:119-154. PMID: 23087778.
      View in: PubMed
    78. Sinisi SE, Neugebauer R, van der Laan MJ. Cross-validated bagged prediction of survival. Stat Appl Genet Mol Biol. 2006; 5:Article12. PMID: 16676466.
      View in: PubMed
    79. Rush SM. Bone graft substitutes: osteobiologics. Clin Podiatr Med Surg. 2005 Oct; 22(4):619-30, viii. PMID: 16213384.
      View in: PubMed
    80. Haight T, Tager I, Sternfeld B, Satariano W, van der Laan M. Effects of body composition and leisure-time physical activity on transitions in physical functioning in the elderly. Am J Epidemiol. 2005 Oct 01; 162(7):607-17. PMID: 16120711.
      View in: PubMed
    81. Klinger HM, Baums MH, Eckert M, Neugebauer R. [A comparative study of unstable per- and intertrochanteric femoral fractures treated with dynamic hip screw (DHS) and trochanteric butt-press plate vs. proximal femoral nail (PFN)]. Zentralbl Chir. 2005 Aug; 130(4):301-6. PMID: 16103953.
      View in: PubMed
    82. Mortimer KM, Neugebauer R, van der Laan M, Tager IB. An application of model-fitting procedures for marginal structural models. Am J Epidemiol. 2005 Aug 15; 162(4):382-8. PMID: 16014771.
      View in: PubMed
    83. Green CA. Fostering Recovery from Life-Transforming Mental Health Disorders: A Synthesis and Model. Soc Theory Health. 2004 Nov 01; 2(4):293-314. PMID: 23264751.
      View in: PubMed
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