Roee Gutman is a Professor of Biostatistics at Brown. Dr. Gutman’s areas of research interest are Bayesian data analysis, missing data, matching, file linkage, causal inference and bioinformatics. His work in matching and file linkage addresses problems with combining administrative and clinical data having common elements in which privacy regulations limit access to unique identifiers. Dr. Gutman uses missing data techniques to assess uncertainty in the match probabilities and thus develops statistically valid procedures. His work in causal inference seeks to obtain valid comparisons of non-randomized interventions that appropriately adjust for differences in baseline covariates by applying advanced regression modeling techniques to multiply impute the missing potential outcomes. He has applied these methods for linking causes of deaths from vital statistics mortality files with end-of-life medical costs obtained from Medicare and Medicaid Services and to link release records of HIV+ prisoners with Ryan White clinical records, as well as to compare opioids and NSAIDS after motor vehicle crashes, estimate effects of bed-hold policy in nursing homes on mortality and hospitalization and estimate the effect of erythropoietin-stimulating agents on patients with end-stage renal disease.
Roee received his Ph.D. from the Department of Statistics at Harvard University. His advisor was Professor Donald Rubin and he was a member of Professor Jun Liu's lab. His Ph.D. thesis is entitled: "Topics in Missing Data and Causality." Roee received a BS with Honors in Statistics, Operations Research and Computer Science from Tel Aviv University (TAU) in 1999. He went on to receive a MS in Applied Statistics with Special Honors under the supervision of Professor Yossef Hochberg from TAU.
| Lewkowitz AK, Baker R, Schlichting LE, Ware CF, Rousseau J, Miller ES, Hauspurg A, Rouse DJ, Richardson C, Gutman R, Tuuli MG. "A pilot randomized trial of automatic, artificial intelligence-based vs manual, electronic medical record-based remote postpartum blood pressure monitoring." American Journal of Obstetrics and Gynecology, vol. 231, no. 3, 2024, pp. 358-360.e3. |
| Coyne J, Gutman R, Ferraro C, Muhlestein D. "Financial Performance of Accountable Care Organizations: A 5-Year National Empirical Analysis." Journal of healthcare management / American College of Healthcare Executives, vol. 69, no. 1, 2024, pp. 74-86. |
| Zhang, Yujia, Kissin, Dmitry M., Liao, Kuo Jen, DeSantis, Carol E., Yartel, Anthony K., Gutman, Roee. "Multiple Imputation of Missing Race/Ethnicity Information in the National Assisted Reproductive Technology Surveillance System." Journal of Women's Health, vol. 33, no. 3, 2024, pp. 328-338. |
| Sisti A, Gutman R, Mor V, Dionne L, Rudolph JL, Baier RR, McCreedy EM. "Using Structured Observations to Evaluate the Effects of a Personalized Music Intervention on Agitated Behaviors and Mood in Nursing Home Residents With Dementia: Results From an Embedded, Pragmatic Randomized Controlled Trial." The American Journal of Geriatric Psychiatry, vol. 32, no. 3, 2024, pp. 300-311. |
| Loucks EB, Kronish IM, Saadeh FB, Scarpaci MM, Proulx JA, Gutman R, Britton WB, Schuman-Olivier Z. "Adapted Mindfulness Training for Interoception and Adherence to the DASH Diet: A Phase 2 Randomized Clinical Trial." JAMA Network Open, vol. 6, no. 11, 2023, pp. e2339243. |
| Rabinovici GD, Carrillo MC, Apgar C, Gareen IF, Gutman R, Hanna L, Hillner BE, March A, Romanoff J, Siegel BA, Smith K, Song Y, Weber C, Whitmer RA, Gatsonis C. "Amyloid Positron Emission Tomography and Subsequent Health Care Use Among Medicare Beneficiaries With Mild Cognitive Impairment or Dementia." JAMA neurology, vol. 80, no. 11, 2023, pp. 1166-1173. |
| Kamat, Gauri, Shan, Mingyang, Gutman, Roee. "Bayesian record linkage with variables in one file." Statistics in Medicine, vol. 42, no. 27, 2023, pp. 4931-4951. |
| Loucks EB, Schuman-Olivier Z, Saadeh FB, Scarpaci MM, Nardi WR, Proulx JA, Gutman R, King J, Britton WB, Kronish IM. "Effect of Adapted Mindfulness Training in Participants With Elevated Office Blood Pressure: The MB-BP Study: A Randomized Clinical Trial." Journal of the American Heart Association, vol. 12, no. 11, 2023, pp. e028712. |
| Thomas KS, Bunker J, Gadbois E, Hilgeman M, McCreedy E, Mills W, Ornstein KA, Reckrey J, Gutman R. "Home-Delivered Meals and Nursing Home Placement Among People With Self-Reported Dementia: A Pilot Pragmatic Clinical Trial." JAMA Network Open, vol. 6, no. 12, 2023, pp. e2347195. |
| Bélanger E, Rosendaal N, Gutman R, Lake D, Santostefano CM, Meyers DJ, Gozalo PL. "Identifying Medicare beneficiaries with Alzheimer's disease and related dementia using home health OASIS assessments." Journal of the American Geriatrics Society, vol. 71, no. 10, 2023, pp. 3229-3236. |
| Gareen IF, Gutman R, Sicks J, Tailor TD, Hoffman RM, Trivedi AN, Flores E, Underwood E, Cochancela J, Chiles C. "Significant Incidental Findings in the National Lung Screening Trial." JAMA Internal Medicine, vol. 183, no. 7, 2023, pp. 677-684. |
| Shan, Mingyang, Thomas, Kali S, Gutman, Roee. "A Bayesian MultiLayer Record Linkage Procedure to Analyze Post-Acute Care Recovery of Patients with Traumatic Brain Injury." Biostatistics, vol. 24, no. 3, 2022, pp. 743-759. |
| Zhai, Ruoshui, Gutman, Roee. "A Bayesian Singular Value Decomposition Procedure for Missing Data Imputation." Journal of Computational and Graphical Statistics, vol. 32, no. 2, 2022, pp. 470-482. |
| Bardenheier BH, White EM, Blackman C, Gravenstein S, Gutman R, Sarkar IN, Feifer RA, McConeghy K, Nanda A, Duprey M, Mor V. "Adverse events following third dose of mRNA COVID-19 vaccination among nursing home residents who received the primary series." Journal of the American Geriatrics Society, vol. 70, no. 6, 2022, pp. 1642-1647. |
| McCreedy EM, Yang X, Mitchell SL, Gutman R, Teno J, Loomer L, Moyo P, Volandes A, Gozalo PL, Belanger E, Ogarek J, Mor V. "Effect of advance care planning video on do-not-hospitalize orders for nursing home residents with advanced illness." BMC geriatrics, vol. 22, no. 1, 2022, pp. 298. |
| Olson MB, McCreedy EM, Baier RR, Shield RR, Zediker EE, Uth R, Thomas KS, Mor V, Gutman R, Rudolph JL. "Measuring implementation fidelity in a cluster-randomized pragmatic trial: development and use of a quantitative multi-component approach." Trials, vol. 23, no. 1, 2022, pp. 43. |
| Silva GC, Gutman R. "Multiple imputation procedures for estimating causal effects with multiple treatments with application to the comparison of healthcare providers." Statistics in Medicine, vol. 41, no. 1, 2022, pp. 208-226. |
| McCreedy EM, Sisti A, Gutman R, Dionne L, Rudolph JL, Baier R, Thomas KS, Olson MB, Zediker EE, Uth R, Shield RR, Mor V. "Pragmatic Trial of Personalized Music for Agitation and Antipsychotic Use in Nursing Home Residents With Dementia." Journal of the American Medical Directors Association, vol. 23, no. 7, 2022, pp. 1171-1177. |
| Silva GC, Gutman R. "Reformulating provider profiling by grouping providers treating similar patients prior to evaluating performance." Biostatistics, 2022. |
| Cao Y, Allore H, Gutman R, Vander Wyk B, Jørgensen TSH. "Risk Factors of Skilled Nursing Facility Admissions and the Interrelation With Hospitalization and Amount of Informal Caregiving Received." Medical Care, vol. 60, no. 4, 2022, pp. 294-301. |
| Shan, Mingyang, Thomas, Kali S., Gutman, Roee. "A multiple imputation procedure for record linkage and causal inference to estimate the effects of home-delivered meals." The Annals of Applied Statistics, vol. 15, no. 1, 2021. |
| Bardenheier BH, Gravenstein S, Blackman C, Gutman R, Sarkar IN, Feifer RA, White EM, McConeghy K, Nanda A, Mor V. "Adverse events following mRNA SARS-CoV-2 vaccination among U.S. nursing home residents." Vaccine, vol. 39, no. 29, 2021, pp. 3844-3851. |
| Bardenheier BH, Gravenstein S, Blackman C, Gutman R, Sarkar IN, Feifer RA, White EM, McConeghy K, Nanda A, Bosco E, Mor V. "Adverse Events Following One Dose of mRNA COVID-19 Vaccination Among US Nursing Home Residents With and Without a Previous SARS-CoV-2 Infection." Journal of the American Medical Directors Association, vol. 22, no. 11, 2021, pp. 2228-2232. |
| Panagiotou OA, Voorhies KR, Keohane LM, Kim D, Adhikari D, Kumar A, Rivera-Hernandez M, Rahman M, Gozalo P, Gutman R, Mor V, Trivedi AN. "Association of Inclusion of Medicare Advantage Patients in Hospitals' Risk-Standardized Readmission Rates, Performance, and Penalty Status." JAMA Network Open, vol. 4, no. 2, 2021, pp. e2037320. |
| Roydhouse JK, Wilson IB, Gutman R, Wallace RB, Berman T, Keating NL. "Association of Patient-Reported Physician Awareness of Complementary Medicine, Medical Care Experience and Care Quality." Journal of patient experience, vol. 8, 2021, pp. 23743735211049665. |
| Liu, G. Frank, Liu, Jiajun, Chen, Fang, Gutman, Roee, Lu, Kaifeng. "Bayesian Approaches for Handling Hypothetical Estimands in Longitudinal Clinical Trials With Gaussian Outcomes." Statistics in Biopharmaceutical Research, 2021, pp. 1-10. |
| Zullo AR, Smith RJ, Gutman R, Kohler B, Duprey MS, Berry SD, Munshi MN, Dore DD. "Comparative safety of dipeptidyl peptidase-4 inhibitors and sulfonylureas among frail older adults." Journal of the American Geriatrics Society, 2021. |
| Roydhouse, Jessica K., Mishra-Kalyani, Pallavi S., Bhatnagar, Vishal, Gutman, Roee, King-Kallimanis, Bellinda L., Sridhara, Rajeshwari, Kluetz, Paul G. "Does Knowledge of Treatment Assignment Affect Patient Report of Symptoms, Function, and Health Status? An Evaluation Using Multiple Myeloma Trials." Value in Health, vol. 24, no. 6, 2021, pp. 822-829. |
| Moyo P, Loomer L, Teno JM, Gutman R, McCreedy EM, Bélanger E, Volandes AE, Mitchell SL, Mor V. "Effect of a Video-Assisted Advance Care Planning Intervention on End-of-Life Health Care Transitions Among Long-Stay Nursing Home Residents." Journal of the American Medical Directors Association, vol. 23, no. 3, 2021, pp. 394-398. |
| Zullo AR, Duprey MS, Smith RJ, Gutman R, Berry SD, Munshi MN, Dore DD. "Effects of dipeptidyl peptidase-4 inhibitors and sulphonylureas on cognitive and physical function in nursing home residents." Diabetes, obesity & metabolism, vol. 24, no. 2, 2021, pp. 247-256. |
| Evans E, Krebill C, Gutman R, Resnik L, Zonfrillo MR, Lueckel SN, Zhang W, Kumar RG, Dams-O'Connor K, Thomas KS. "Functional motor improvement during inpatient rehabilitation among older adults with traumatic brain injury." PM&R, 2021. |
| McCreedy EM, Gutman R, Baier R, Rudolph JL, Thomas KS, Dvorchak F, Uth R, Ogarek J, Mor V. "Measuring the effects of a personalized music intervention on agitated behaviors among nursing home residents with dementia: design features for cluster-randomized adaptive trial." Trials, vol. 22, no. 1, 2021, pp. 681. |
| Loucks, Eric B., Nardi, William R., Gutman, Roee, Saadeh, Frances B., Li, Yu, Vago, David R., Fiske, Lauren B., Spas, Jayson J., Harrison, Abigail. "Mindfulness-Based College: A Stage 1 Randomized Controlled Trial for University Student Well-Being." Psychosomatic Medicine, vol. 83, no. 6, 2021, pp. 602-614. |
| Silva GC, Jiang L, Gutman R, Wu WC, Mor V, Fine MJ, Kressin NR, Trivedi AN. "Racial/Ethnic Differences in 30-Day Mortality for Heart Failure and Pneumonia in the Veterans Health Administration Using Claims-based, Clinical, and Social Risk-adjustment Variables." Medical Care, vol. 59, no. 12, 2021, pp. 1082-1089. |
| Mor V, Gutman R, Yang X, White EM, McConeghy KW, Feifer RA, Blackman CR, Kosar CM, Bardenheier BH, Gravenstein SA. "Short‐term impact of nursing home SARS‐CoV ‐2 vaccinations on new infections, hospitalizations, and deaths." Journal of the American Geriatrics Society, vol. 69, no. 8, 2021, pp. 2063-2069. |
| Evans E, Gutman R, Resnik L, Zonfrillo MR, Lueckel SN, Kumar RG, DeVone F, Dams-O'Connor K, Thomas KS. "Successful Community Discharge Among Older Adults With Traumatic Brain Injury in Skilled Nursing Facilities." Journal of Head Trauma Rehabilitation, 2021. |
| Zhai, Ruoshui, Gutman, Roee. "Using the potential outcome framework to estimate optimal sample size for cluster randomized trials: a simulation-based algorithm." Journal of Statistical Computation and Simulation, vol. 91, no. 18, 2021, pp. 3744-3770. |
| Mitchell SL, Volandes AE, Gutman R, Gozalo PL, Ogarek JA, Loomer L, McCreedy EM, Zhai R, Mor V. "Advance Care Planning Video Intervention Among Long-Stay Nursing Home Residents." JAMA Internal Medicine, vol. 180, no. 8, 2020, pp. 1070-1078. |
| Scotina AD, Zullo AR, Smith RJ, Gutman R. "Approximate Bayesian Bootstrap procedures to estimate multilevel treatment effects in observational studies with application to type 2 diabetes treatment regimens." Statistical methods in medical research, vol. 29, no. 11, 2020, pp. 3362-3380. |
| Trivedi, Amal N., Jiang, Lan, Silva, Gabriella, Wu, Wen-Chih, Mor, Vincent, Fine, Michael J., Kressin, Nancy R., Gutman, Roee. "Evaluation of Changes in Veterans Affairs Medical Centers’ Mortality Rates After Risk Adjustment for Socioeconomic Status." JAMA Network Open, vol. 3, no. 12, 2020, pp. e2024345. |
| Loomer, Lacey, Ogarek, Jessica A., Mitchell, Susan L., Volandes, Angelo E., Gutman, Roee, Gozalo, Pedro L., McCreedy, Ellen M., Mor, Vincent. "Impact of an Advance Care Planning Video Intervention on Care of Short‐Stay Nursing Home Patients." Journal of the American Geriatrics Society, 2020. |
| Scotina AD, Beaudoin FL, Gutman R. "Matching estimators for causal effects of multiple treatments." Statistical methods in medical research, vol. 29, no. 4, 2020, pp. 962280219850858. |
| Silva, Gabriella C., Jiang, Lan, Gutman, Roee, Wu, Wen-Chih, Mor, Vincent, Fine, Michael J., Kressin, Nancy R., Trivedi, Amal N. "Mortality Trends for Veterans Hospitalized With Heart Failure and Pneumonia Using Claims-Based vs Clinical Risk-Adjustment Variables." JAMA Internal Medicine, vol. 180, no. 3, 2020, pp. 347-355. |
| Roydhouse JK, Gutman R, Wilson IB, Kehl KL, Keating NL. "Patient and proxy reports regarding the experience of treatment decision-making in cancer care." Psycho-Oncology, vol. 29, no. 11, 2020, pp. 1943-1950. |
| Allore HG, Goldfeld KS, Gutman R, Li F, Monin JK, Taljaard M, Travison TG. "Statistical Considerations for Embedded Pragmatic Clinical Trials in People Living with Dementia." Journal of the American Geriatrics Society, vol. 68 Suppl 2, 2020, pp. S68-S73. |
| Shan M, Gutman R, Dosa D, Gozalo PL, Ogarek JA, Kler S, Thomas KS. "A New Data Resource to Examine Meals on Wheels Clients' Health Care Utilization and Costs." Medical Care, vol. 57, no. 3, 2019, pp. e15-e21. |
| Roydhouse, Jessica K., Gutman, Roee, Bhatnagar, Vishal, Kluetz, Paul G., Sridhara, Rajeshwari, Mishra‐Kalyani, Pallavi S. "Analyzing patient‐reported outcome data when completion differs between arms in open‐label trials: an application of principal stratification." Pharmacoepidemiology and Drug Safety, 2019. |
| Silva, Gabriella C., Trivedi, Amal N., Gutman, Roee. "Developing and evaluating methods to impute race/ethnicity in an incomplete dataset." Health Services and Outcomes Research Methodology, vol. 19, no. 2-3, 2019, pp. 175-195. |
| Gu, Chenyang; Gutman, Roee. "Development of a common patient assessment scale across the continuum of care: A nested multiple imputation approach." Annals of Applied Statistics, vol. 13, no. 1, 2019, pp. 466-491. |
| Panagiotou OA, Kumar A, Gutman R, Keohane LM, Rivera-Hernandez M, Rahman M, Gozalo PL, Mor V, Trivedi AN. "Hospital Readmission Rates in Medicare Advantage and Traditional Medicare." Annals of Internal Medicine, vol. 171, no. 2, 2019, pp. 99. |
| Scotina AD, Gutman R. "Matching algorithms for causal inference with multiple treatments." Statistics in Medicine, 2019. |
| Levy C, Whitfield EA, Gutman R. "Medical foster home is less costly than traditional nursing home care." Health Serv Res, 2019. |
| Loucks, Eric B., Nardi, William R., Gutman, Roee, Kronish, Ian M., Saadeh, Frances B., Li, Yu, Wentz, Anna E., Webb, Julie, Vago, David R., Harrison, Abigail, Britton, Willoughby B. "Mindfulness-Based Blood Pressure Reduction (MB-BP): Stage 1 single-arm clinical trial." PLOS ONE, vol. 14, no. 11, 2019, pp. e0223095. |
| Roydhouse, Jessica K., Gutman, Roee, Keating, Nancy L., Mor, Vince, Wilson, Ira B. "Propensity scores for proxy reports of care experience and quality: are they useful?." Health Services and Outcomes Research Methodology, vol. 20, no. 1, 2019, pp. 40-59. |
| Meyers DJ, Cole MB, Rahman M, Lee Y, Rogers W, Gutman R, Wilson IB. "The association of provider and practice factors with HIV ART adherence." AIDS, 2019. |
| Roee Gutman, Orna Intrator, Tony Lancaster. "A Bayesian procedure for estimating the causal effects of nursing home bed-hold policy." Biostatistics, vol. 19, no. 4, 2018, pp. 444–460. |
| Costa M, Montague BT, Solomon L, Sammartino C, Gutman R, Zibman C, Rosen D, Rich JD. "Assessing the Effect of Recent Incarceration in Prison on HIV Care Retention and Viral Suppression in Two States." Journal of Urban Health, vol. 95, no. 4, 2018, pp. 499-507. |
| Adashi EY, Gutman R. "Delayed Childbearing as a Growing, Previously Unrecognized Contributor to the National Plural Birth Excess." Obstetrics and gynecology, vol. 132, no. 4, 2018, pp. 999-1006. |
| Durfey SNM, Kind AJH, Gutman R, Monteiro K, Buckingham WR, DuGoff EH, Trivedi AN. "Impact Of Risk Adjustment For Socioeconomic Status On Medicare Advantage Plan Quality Rankings." Health Affairs, vol. 37, no. 7, 2018, pp. 1065-1072. |
| Roydhouse JK, Gutman R, Keating NL, Mor V, Wilson IB. "Proxy and patient reports of health-related quality of life in a national cancer survey." Health and quality of life outcomes, vol. 16, no. 1, 2018, pp. 6. |
| Beaudoin FL, Gutman R, Zhai W, Merchant RC, Clark MA, Bollen KA, Hendry P, Kurz MC, Lewandowski C, Pearson C, OʼNeil B, Datner E, Mitchell P, Domeier R, McLean SA. "Racial differences in presentations and predictors of acute pain after motor vehicle collision." PAIN, vol. 159, no. 6, 2018, pp. 1056-1063. |
| Roydhouse JK, Gutman R, Keating NL, Mor V, Wilson IB. "The Association of Proxy Care Engagement with Proxy Reports of Patient Experience and Quality of Life." Health Serv Res, vol. 53, no. 5, 2018, pp. 3809-3824. |
| Gordon SH, Lee Y, Ndumele CD, Vivier PM, Gutman R, Swaminathan S, Gadbois EA, Shield RR, Kind AJH, Trivedi AN. "The Impact of Medicaid Managed Care Plan Type on Continuous Medicaid Enrollment: A Natural Experiment." Health Services Research, vol. 53, no. 5, 2018, pp. 3770-3789. |
| Olszewski, Adam J., Chen, Chang, Gutman, Roee, Treon, Steven P., Castillo, Jorge J. "Comparative outcomes of immunochemotherapy regimens in Waldenström macroglobulinaemia." British Journal of Haematology, vol. 179, no. 1, 2017, pp. 106-115. |
| Roydhouse, Jessica K., Gutman, Roee, Keating, Nancy L., Mor, Vincent, Wilson, Ira B. "Differences between Proxy and Patient Assessments of Cancer Care Experiences and Quality Ratings." Health Services Research, vol. 53, no. 2, 2017, pp. 919-943. |
| Lopez, Michael J., Gutman, Roee. "Estimation of Causal Effects with Multiple Treatments: A Review and New Ideas." Statistical Science, vol. 32, no. 3, 2017, pp. 432-454. |
| Zullo AR, Dore DD, Gutman R, Mor V, Alvarez CA, Smith RJ. "Metformin Safety Warnings and Diabetes Drug Prescribing Patterns for Older Nursing Home Residents." Journal of the American Medical Directors Association, vol. 18, no. 10, 2017, pp. 879-884.e7. |
| Mor, Vincent, Volandes, Angelo E, Gutman, Roee, Gatsonis, Constantine, Mitchell, Susan L. "PRagmatic trial Of Video Education in Nursing homes: The design and rationale for a pragmatic cluster randomized trial in the nursing home setting." Clinical Trials, vol. 14, no. 2, 2017, pp. 174077451668529. |
| Loucks, Eric B., Gilman, Stephen E., Britton, Willoughby B., Gutman, Roee, Eaton, Charles B., Buka, Stephen L. "Associations of Mindfulness with Glucose Regulation and Diabetes." Am J Hlth Behav, vol. 40, no. 2, 2016, pp. 258-267. |
| Gu, Chenyang, Gutman, Roee. "Combining item response theory with multiple imputation to equate health assessment questionnaires." Biometrics, 2016. |
| Olszewski AJ, Gutman R, Eaton CB. "Increased risk of axial fractures in patients with untreated chronic lymphocytic leukemia: a population-based analysis." Haematologica, vol. 101, no. 12, 2016, pp. e488-e491. |
| Zullo AR, Dore DD, Gutman R, Mor V, Smith RJ. "National Glucose-Lowering Treatment Complexity Is Greater in Nursing Home Residents than Community-Dwelling Adults." Journal of the American Geriatrics Society, vol. 64, no. 11, 2016, pp. e233-e235. |
| Zullo, Andrew R., Dore, David D., Daiello, Lori, Baier, Rosa R., Gutman, Roee, Gifford, David R., Smith, Robert J. "National Trends in Treatment Initiation for Nursing Home Residents With Diabetes Mellitus, 2008 to 2010." Journal of the American Medical Directors Association, vol. 17, no. 7, 2016, pp. 602-608. |
| Beaudoin FL, Gutman R, Merchant RC, Clark MA, Swor RA, Jones JS, Lee DC, Peak DA, Domeier RM, Rathlev NK, McLean SA. "Persistent pain after motor vehicle collision: comparative effectiveness of opioids vs nonsteroidal antiinflammatory drugs prescribed from the emergency department-a propensity matched analysis." PAIN, vol. 158, no. 2, 2016, pp. 1. |
| Montague, Brian T., Rosen, David L., Sammartino, Cara, Costa, Michael, Gutman, Roee, Solomon, Liza, Rich, Josiah. "Systematic Assessment of Linkage to Care for Persons with HIV Released from Corrections Facilities Using Existing Datasets." AIDS Patient Care and STDs, vol. 30, no. 2, 2016, pp. 84-91. |
| Loucks, Eric B., Britton, Willoughby B., Howe, Chanelle J., Gutman, Roee, Gilman, Stephen E., Brewer, Judson, Eaton, Charles B., Buka, Stephen L. "Associations of Dispositional Mindfulness with Obesity and Central Adiposity: the New England Family Study." Int.J. Behav. Med., vol. 23, no. 2, 2015, pp. 224-233. |
| Gutman R, Sammartino CJ, Green TC, Montague BT. "Error adjustments for file linking methods using encrypted unique client identifier (eUCI) with application to recently released prisoners who are HIV." Statistics in Medicine, 2015. |
| Gutman R, Rubin D. "Estimation of causal effects of binary treatments in unconfounded studies with one continuous covariate." Statistical methods in medical research, 2015. |
| Gutman R, Rubin DB. "Estimation of causal effects of binary treatments in unconfounded studies." Statistics in Medicine, vol. 34, no. 26, 2015, pp. 3381-98. |
| Lopez MJ, Gutman R. "Estimating the average treatment effects of nutritional label use using subclassification with regression adjustment." Statistical methods in medical research, 2014. |
| Li Y, Calvo SE, Gutman R, Liu JS, Mootha VK. "Expansion of biological pathways based on evolutionary inference." Cell, vol. 158, no. 1, 2014, pp. 213-25. |
| Gutman R, Afendulis CC, Zaslavsky AM. "A Bayesian Procedure for File Linking to Analyze End-of-Life Medical Costs." Journal of the American Statistical Association, vol. 108, no. 501, 2013, pp. 34-47. |
| Dore DD, Swaminathan S, Gutman R, Trivedi AN, Mor V. "Different analyses estimate different parameters of the effect of erythropoietin stimulating agents on survival in end stage renal disease: a comparison of payment policy analysis, instrumental variables, and multiple imputation of potential outcomes." American Journal of Kidney Diseases, vol. 66, no. 8 Suppl, 2013, pp. S42-50. |
| Gutman R, Gutman H. "Monitoring methods in the surgical arena: assumptions and potential pitfalls." European journal of surgical oncology : the journal of the European Society of Surgical Oncology and the British Association of Surgical Oncology, vol. 39, no. 6, 2013, pp. 575-83. |
| Gutman R, Rubin DB. "Robust estimation of causal effects of binary treatments in unconfounded studies with dichotomous outcomes." Statistics in Medicine, vol. 32, no. 11, 2013, pp. 1795-814. |
| Gutman R, Rubin DB. "Analyses that inform policy decisions." Biometrics, vol. 68, no. 3, 2012, pp. 671-5; discussion 680-6. |
| Gutman, Roee, DeDe, Gayle, Caplan, David, Liu, Jun S. "Rasch Model and Its Extensions for Analysis of Aphasic Deficits in Syntactic Comprehension." Journal of the American Statistical Association, vol. 106, no. 496, 2011, pp. 1304-1316. |
| Gutman R, DeDe G, Michaud J, Liu JS, Caplan D. "Rasch models of aphasic performance on syntactic comprehension tests." Cognitive neuropsychology, vol. 27, no. 3, 2010, pp. 230-44. |
| Bushel PR, Heard NA, Gutman R, Liu L, Peddada SD, Pyne S. "Dissecting the fission yeast regulatory network reveals phase-specific control elements of its cell cycle." BMC systems biology, vol. 3, 2009, pp. 93. |
| Pyne S, Gutman R, Kim CS, Futcher B. "Phase Coupled Meta-analysis: sensitive detection of oscillations in cell cycle gene expression, as applied to fission yeast." BMC genomics, vol. 10, 2009, pp. 440. |
| Cangul MZ, Chretien YR, Gutman R, Rubin DB. "Testing treatment effects in unconfounded studies under model misspecification: logistic regression, discretization, and their combination." Statistics in Medicine, vol. 28, no. 20, 2009, pp. 2531-51. |
| Soudry E, Gutman H, Feinmesser M, Gutman R, Schachter J. "Gloves-and-socks" melanoma: does histology make a difference?." Dermatologic surgery : official publication for American Society for Dermatologic Surgery [et al.], vol. 34, no. 10, 2008, pp. 1372-8. |
| Gutman, Roee, Hochberg, Yosef. "Improved multiple test procedures for discrete distributions: New ideas and analytical review." Journal of Statistical Planning and Inference, vol. 137, no. 7, 2007, pp. 2380-2393. |
| Evron E, Goldberg H, Kuzmin A, Gutman R, Rizel S, Sella A, Gutman H. "Breast cancer in octogenarians." Cancer, vol. 106, no. 8, 2006, pp. 1664-8. |
| Gutman R, Berezin C, Wollman R, Rosenberg Y, Ben-Tal N. "QuasiMotiFinder: protein annotation by searching for evolutionarily conserved motif-like patterns." Nucleic acids research, vol. 33, no. Web Server issue, 2005, pp. W255-61. |
| Schachter J, Brenner B, Fenig E, Gutman R, Sulkes A, Gutman H. "Patterns of failure in patients with malignant melanoma treated with high-dose interferon-alpha2b in the adjuvant setting." Melanoma research, vol. 13, no. 1, 2003, pp. 93-6. |
| Gutman H, Schachter J, Stopel E, Gutman R, Lahav J. "Impaired platelet aggregation in melanoma patients treated with interferon-alpha-2b adjuvant therapy." Cancer, vol. 94, no. 3, 2002, pp. 780-5. |
| Year | Degree | Institution |
|---|---|---|
| 2011 | PhD | Harvard University |
2023 Statistics in Biopharmaceutical Research - Best Paper Award
2022 ISPOR Health Economics Outcomes and Research - Methodology Award
2022 ASA/NSF/BLS Senior Research Fellow
2010 - JSM Student Award, Section on Health Policy Statistics, American Statistical Association
2007 - Harvard University Derek Bok Center, Certificate of Distinction in Teaching of Undergraduates
| Name | Title |
|---|---|
| Belanger, Emmanuelle | Associate Professor of Health Services, Policy and Practice |
| Dore, David | Adjunct Assistant Professor of Health Services, Policy and Practice |
| Gareen, Ilana | Associate Professor of Epidemiology (Research) |
| Gatsonis, Constantine | Henry Ledyard Goddard University Professor of Statistical Sciences, Director of the Center for Statistical Sciences |
| Gozalo, Pedro | Professor of Health Services, Policy and Practice (Research) |
| Loucks, Eric | Professor of Epidemiology, Associate Professor of Medicine, Professor of Behavioral and Social Sciences |
| McCreedy, Ellen | Associate Professor of Health Services, Policy and Practice |
| Mor, Vincent | Florence Pirce Grant University Professor of Health Services, Policy and Practice, Professor of Health Services, Policy and Practice |
| Savitz, David | Professor of Epidemiology, Professor of Pediatrics, Professor of Obstetrics and Gynecology |
| Thomas, Kali | Associate Professor of Health Services, Policy and Practice |
| Trivedi, Amal | Professor of Health Services, Policy and Practice, Professor of Medicine |
| Wilson, Ira | Associate Provost for Academic Space, Professor of Health Services, Policy and Practice, Professor of Medicine |
2007- present American Statistical Association
2009 - 2012 Institution of Mathematical Statistics
2012-2014 International Society for Bayesian Analysis
| EMHL 2030 - Data-Driven Decision Making: The Structure, Conduct, Review, and Evaluation of Research |
| PHP 1501 - Essentials of Data Analysis |
| PHP 2520 - Statistical Inference I |
| PHP 2530 - Bayesian Statistical Methods |
