File Linking

  • R. Gutman, C.J. Sammartino, T.C. GreenB.T. Montague. Error adjustments for file linking methods using encrypted unique client identifier (eUCI) with application to recently released prisoners who are HIV+, Statistics in Medicine 35(1), 115-129, 2016. (link)
  • R. Gutman, C. Afendulis, A.M. Zaslavsky. A Bayesian Procedure for File Linking to Analyze End-of-Life Medical Costs, Journal of the American Statistical Association, 108(501),34–47, 2013. (link)

Causal Inference

  • R. Gutman, O. Intrator, A. Lancaster, Estimation of policy effect using potential outcome framework with application to nursing homes bed-hold policy,  Biostatistics, Accepted (2017). (link)
  • M. Lopez, R. Gutman. Matching to estimate the causal effects from multiple treatments, Statistical Science, 32(3): 432-454, 2017. (link)
  • R. Gutman, D.B. Rubin. Estimation of Causal Effects of Binary Treatments in Unconfounded Studies,  Statistics in Medicine, 34(26), 3381-3398, 2015. (link)
  • R. Gutman, D.B. Rubin. Estimation of causal effects of binary treatments in unconfounded studies with one continuous covariate, Statistical Methods in Medical Research 26(3), 1199-1215, 2017. (link)
  • M.J. Lopez, R. GutmanEstimating the Average Treatment Effects of Nutritional Label Use Using Subclassification with Regression Adjustment,  Statistical Methods in Medical Research, 26(2), 839-864, 2017. (link)
  • D.D. Dore, S. Swaminathan, R. Gutman, A.N. Trivedi, V. Mor. 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,  Journal of Clinical Epidemiology, 66(8), S42-S50, 2013. (link)
  • R. Gutman, D.B. Rubin. Robust Estimation of Causal Effects of Binary Treatments in Unconfounded Studies with Dichotomous Outcomes, Statistics in Medicine, 32(11), 1795–814, 2013. (link)
  • R. Gutman, D.B. Rubin. Discussion of Bayesian Effect Estimation Accounting for Adjustment Uncertainty, Biometrics, 68, 671–675, 2012. (link)
  • M.Z. Cangul, Y.R. Chretien, R. Gutman, D.B. Rubin. Testing treatment effects in unconfounded studies under model misspecification: logistic regression, discretization, and their combination. Statistics in Medicine. 28(20):2531-51, 2009.(link)

Bayesian Modeling & Missing Data

  • C. Gu, R. Gutman. Combining Item Response Theory with Multiple Imputation to Equate Health Assessment Questionnaires, Biometrics, 73(3):990-998, 2017. (link)
  • R. Gutman, G. DeDe, D. Caplan, J.S. Liu. Rasch Model and Its Extensions for Analysis of Aphasic Deficits in Syntactic Comprehension. JASA, 106(496): 1304-1316, 2011. (link)
  • R. Gutman, G. DeDe, J. Michaud, J.S. Liu, D. Caplan. Rasch models of aphasic performance on syntactic comprehension tests. Cognitive Neuropsychology, 27(3):230-44, 2010. (link)

Multiple Hypotheses

  • R. Gutman, Y. Hochberg. Improved Multiple Test Procedures for Discrete Distributions: New Ideas and Analytical Review. Journal of Statistical Planning and Inference: Volume 137:2380-2393, 2007.(link)


  • Y. Li,  S.E. Calvo, R. Gutman, J.S. Liu, V.K. Mootha. Detection and expansion of gene modules based on evolutionary history, Cell, 158(1), 213-225, 2014. (link)
  • S. Pyne, R. Gutman, C.S. Kim, B. Futcher. Phase Coupled Meta-analysis: sensitive detection of oscillations in cell cycle gene expression, as applied to fission yeast. BMC Genomics, 10:440, 2009. (link)
  • P.R. Bushel, N.A. Heard, R. Gutman, L. Liu, S.D. Peddada, S. Pyne. Dissecting the fission yeast regulatory network reveals phase-specific control elements of its cell cycle. BMC Systems Biology 3:93, 2009. (link)
  • R. Gutman, Carine Berezin, Roy Wollman, Yossi Rosenberg, Nir Ben-Tal. QuasiMotiFinder: protein annotation by searching for evolutionarily conserved motif-like patterns. Nucleic Acids Research 33 (Web Server issue): W255-W261, 2005.(PDF) (Online excess)

Health Services Research

  • A. R. Zullo, D. D. Dore, R. Gutman, V. Mor, C. A. Alvarez, R. J. Smith. Metformin Safety Warnings and Diabetes Drug Prescribing Patterns for Older Nursing Home Residents. Journal of the American Medical Directors Association, 18(10): 879-884.e7, 2017. (link)
  • J. Roydhouse, R. Gutman, N. Keating, V. Mor, I. Wilson, Are Proxy Responses Associated with Cancer Care Experience Reports and Ratings?,  Health Services Research Accepted (2016). (link)
  • V. Mor, A. Volandes, R. Gutman, C. Gatsonis, S. Mitchell. PRagmatic trial Of Video Education in Nursing Homes (PROVEN): A Model for Pragmatic Cluster Randomized Trials in the Nursing Home Setting,  Clinical Trials, 14(2): 140-151, 2017. (link)
  • A. R. Zullo, D. D. Dore, L. Daiello, R. R. Baier, R. Gutman, D. R. Gifford, R. J. Smith. National Trends in Treatment Initiation for Nursing Home Residents with Diabetes Mellitus, 2008-2010, Journal of the American Medical Directors Association,  17(7):602-8, 2016. (link)
  • R. Gutman, H. Gutman. Monitoring methods in the surgical arena : Assumptions and potential pitfalls,  European Journal of Surgical Oncology, 39(6), 575–583, 2013. (link)

Other Data Analysis

  • F. Beaudoin, R. Gutman, W. Zhai, R.C Merchant, M.A Clark, K.A Bollen, P. Hendry, M.C Kurz, D. Peak, C. Lewandowski, C. Pearson, B. O’Neil, P. Mitchell, R. Domeier, S.A McLean, Racial differences in presentations and predictors of acute pain following motor vehicle collision. PAIN (Accepted 2018) (link)
  • J. Roydhouse, R. Gutman, N. Keating, V. Mor, I. Wilson, Proxy and patient reports of health-related quality of life in a national cancer survey.Health and quality of life outcomes, 16(6), 2018.(link)
  • A. J. Olszewski, C. Chen, R. Gutman, S. P Treon, J. J. Castillo. Comparative outcomes of immunochemotherapy regimens in Waldenström macroglobulinaemia. British Journal of Haematology, 179(1): 106-115, 2017. (link)
  • F. Beaudoin, R. Gutman, R. Merchant, M. Clark, R. Swor, J. Jones, D. Lee, D. Peak, R. Domeier, N. Rathlev, S. McLean. Persistent pain after motor vehicle crash: Comparative effectiveness of opioid analgesics versus nonsteroidal anti-inflammatory drugs prescribed from the emergency department – A propensity matched analysis,  PAIN, 158(2):289-295, 2017. (link)
  • A. J. Olszewski, R. Gutman, C. B. Eaton. Increased risk of axial fractures in patients with untreated chronic lymphocytic leukemia: a population based analysis, Haematologica, 101(12):e488-e491, 2016. (link)
  • A. R. Zullo, D. D. Dore, R. Gutman, V Mor, R. J. Smith. National Glucose-Lowering Treatment Complexity Is Greater in Nursing Home Residents than Community-Dwelling Adults., Journal of the American Geriatrics Society, 64(11) : e233-e235, 2016. (link)
  • B.T. Montague, D.L. Rosen, C. Sammartino, M. Costa, R. Gutman, L.
    Solomon, J.D. Rich. Systematic Assessment of Linkage to Care for Persons with HIV Released from Corrections Facilities Using Existing Datasets, AIDS Patient Care and STDs, 30(2), 84-91, 2016. (link)
  • E.B. Loucks, S.E. Gilman, W.B. Britton, R. Gutman, C.B. Eaton, S.L. Buka. Associations of Mindfulness with Glucose Regulation and Diabetes,  American Journal of Health Behavior, 40(2), 258-267(10), 2016. (link)
  • E.B. Loucks, W.B. Britton, C.J. Howe, R. Gutman, S.E. Gilman, J. Brewer, C.B. Eaton, S.L. Buka. Associations of dispositional mindfulness with obesity and central adiposity: the New England Family Study,  International journal of behavioral medicine, 23(2), 224-233, 2016. (link)
  • E. Soudry, H. Gutman, M. Feinmesser, R. Gutman, J. Schachter. “Gloves-and-Socks” Melanoma: Does Histology Make a Difference? Dermatologic Surgery: 34: 1372-1378, 2008. (link)
  • E. Evron, H. Goldberg, A. Kuzmin, R. Gutman, S. Rizel, A. Sela, H.Gutman. Breast Cancer in Octogenarians. Cancer 106:1664-8, 2006.(link)
  • J. Schachter, B. Brenner, E. Fenig, R. Gutman, A. Sulkes, H. Gutman. Pattern of Failure in Patients with Malignant Melanoma Treated with High-Dose INF-alfa-2b in the Adjuvant Setting. Melanoma Research 13:93-96, 2003.(link)
  • H. Gutman, J. Schachter, E. Stopel, R. Gutman, J. Lahav. Impaired Platelet Aggregation in Melanoma Patients Treated with INF-.-2b Adjuvant Therapy Cancer 94: 780-5, 2002.(link)

Non Refereed Publications:

  • R. Gutman, A. Zaslavsky. Combining Inexactly-Matched Datasets to Analyze End-of-Life Medical Costs. In JSM Proceedings, Section on Bayesian Statistical Science. Alexandria, VA: American Statistical Association. 2009. (PDF)

M.S. Thesis:

  • Roee Gutman under supervision of Prof. Yosef Hochberg, Improved Multiple Test Procedures for Discrete Distributions:New Ideas and Analytical Review.
    (Thesis – PDF, Figures – PDF)