DEPARTMENT OF BIOSTATISTICS
Constantine E. Frangakis : Publications
Frangakis, CE, Rubin, DB, An, MW, and MacKenzie (2007). Principal stratification designs to estimate input data missing due to death. Biometrics (with Discussion) 63, 641—662. [ paper ; discussions by Xie and Murphy ; TenHave, Robins et al ; rejoinder ]
Segal JB, Griswold M, Achy-Brou A, Herbert R, Bass EB, Dy SM, Millman AE, Wu AW, Frangakis CE. (2007). Using propensity scores subclassification to estimate effects of longitudinal treatments: an example using a new diabetes medication. Med Care. 2007 Oct;45(10 Supl 2):S149-57.
Martin, BK, Frangakis, CE, Rosenberg, PB, et al. (2006). Design of Depression in Alzheimer's Disease Study-2. American Journal of Geriatric Psychiatry 14, 920-930.
Li, F and Frangakis, CE (2006). Polydesigns in causal inference. Biometrics, 62, 343--351 [Full text -PDF].
Frangakis, CE (2007). The importance of an intervention-based causal theory for falsifiable-based practice. Discussion of article by A Forcina on ``Causal effects in the presence of non-compliance: a latent variables approach''. Metron 64, 1- ?.
Huang IC, Willke, RJ, Atkinson, MJ, Lenderking, WR, Frangakis, C and Wu, AW (2007). US and UK versions of the EQ-5D preference weights: Does choice of preference weights make a difference? Quality of Life Research 16, 1065--1072.
Dassopoulos, T, Frangakis, CE, Cruz-Correa, M, Talor, MV, Burek, CL, Nouvet, F, Bayless, TM, Brant, SR. (2006). Antibodies to Saccharomyces cerevisiae in Crohn's disease: Higher titers are associated with a greater frequency of mutant NOD2/CARD15 alleles and with a higher probability of complicated disease. Inflammatory Bowel Diseases, 13 143—151.
Georgiades, CS, Liapi, E, Frangakis, CE, Park, J, Kim, HW, Hong, K, and Ggeschwind, JFH (2006). Prognostic accuracy of 12 liver staging systems in patients with unresectable hepatocellular carcinoma treated with transarterial chemoembolization. J Vasc Interv Radiol, 17, 1619--1624 (with Discussion in 18 455-456)
Farmakakis T, Dessypris N, Alexe DM, Frangakis C, Petoussis G, Malliori M, Petridou TE. (2007). Magnitude and
object-specific hazards of aspiration and ingestion injuries among children in
Vlahos, NF, Lipari, C, Bankowski, B, Lai, TH, King, J, Shi, IM, Fragakis, K, and Zhao, Y. (2006). The effect of luteal phase support on endometrial L-Selectin ligand expression following ovarian stimulation with recFSH and Ganirelix Acetate. J Clin Endocrinol Metab, 91, 4043—4049.
Li, F and Frangakis, CE (2005). Designs for partially controlled studies: messages from a review. Statistical Methods in Medical Research 14, 417-431.
Frangakis, CE, Brookmeyer, RS, Varadhan, R, Mahboobeh, S, Vlahov, D, and Strathdee, SA. (2004). Methodology for evaluating a partially controlled longitudinal treatment using principal stratification, with application to a Needle Exchange Program. Journal of the American Statistical Association Research, 99, 239-249 [Full text - PDF ] Software
Doan, BQ, Frangakis, CE, Shugart, YY, and Bailey-Wilson, JE. (2005). Application of the propensity score in a covariate-based linkage analysis of the collaborative study on the genetics of alcoholism. BMC Genetics 6, S33.
Go, V, Frangakis, CE, Van
Doan, BQ, Sorant, AJM, Frangakis, CE, Bailey-Wilson, JE, Shugart, YY. (2006) Covariate-based linkage analysis: Application of a propensity score as the single covariate consistently improves power to detect linkage. European Journal of Human Genetics 14, 1018--1026.
Frangakis, CE, and Wu, AW. (2006). The relationship of excess body weight and health-related
quality of life (HRQOL): evidence from a population study in
Wu, AW, and Frangakis, CE. (2006). Do the SF-36 and
WHOQOL-BREF measure the same constructs ? Evidence from the
Papadopoulos, FC, Frangakis, CE, Skalkidou, A, Petridou, E, Stevens, RG, Trichopoulos, D. (2005). Exploring lag and duration effect of sunshine in triggering suicide. Journal of Affective Disorders, 88 287--297.
Mock V, Frangakis, CE, et al. (2005). Exercise manages fatigue during breast cancer treatment: A randomized controlled trial. Psycho-oncology, 14, 464-477.
Huang , IC, Dominici , F, Frangakis, CE, Diette, G, Damberg, CL, and Wu, AW (2005). Is risk-adjustor selection more important than statistical approach for provider profiling? Asthma as an example. Medical Decision Making, 25, 20-34.
Huang , IC, Frangakis, CE, Dominici, F, Diette, G, and Wu, AW (2005). Application of a propensity score approach for risk adjustment in profiling multiple physician groups on asthma care. Health Services Research, 40, 253—278. [ Full text - PDF] Software
Huang IC, Diette GB, Dominici F, Frangakis CE, Wu AW. (2005). Variations of physician group profiling indicators for asthma care. American Journal of Managed Care, 11, 38-44.
Li, F, Frangakis, CE, Varadhan, R (2003). Polydesigns in causal inference. Proceedings of the American Statistical Association, Section of Statistics in Epidemiology. [ Full text - PDF]
Varadhan, R and Frangakis, CE (2004). Revealing and addressing length bias and heterogeneous effects in frequency case-crossover studies. American Journal of Epidemiology, 159, 596-602.
Frangakis, CE, and Varadhan, R (2004). Systematizing the evaluation of partially controlled studies using principal stratification: from theory to practice. Forthcoming in Statistica Sinica.
Petridou E, Dessypris N, Frangakis, CE, Belechri M, Mavrou A, Trichopoulos D. (2004). Estimating the population burden of injuries: a comparison of household surveys and Emergency Department surveillance. Forthcoming in Epidemiology.
Papadopoulos CF, Petridou E, Frangakis CE, Farmakakis T, Moller H, Rider G (2004). Switching to Euro: still hard to swallow ? Archives of Diseases in Childhood, (with editorial). 89, 382-383.
Barnard, J, Frangakis, CE, Hill, JL, Rubin, DB. (2003). A principal stratification approach to broken
randomized experiments: a case study of School Choice vouchers in
Lyketsos, CG, DelCampo, L, Steinberg, M, Miles, Q, Steele, RN, Munro, C, Baker AS, Sheppard, JME, Frangakis, CE, Brandt J, and Rabins, PV. (2003). Treating depression in Alzheimer's disease: Efficacy and safety of sertraline, and the benefits of depression reduction. Forthcoming in the Archives of General Psychiatry.
Frangakis, CE, Rubin, DB, and Zhou, XH. (2002). Clustered
encouragement design with individual noncompliance: Bayesian inference and
application to Advance Directive Forms. Biostatistics 3, 147-164 (with
discussion by DR Cox, A Berrington, E Goetghebeur, and
Petridou, E ,Papadopoulos, FC, Frangakis, CE, Skalkidou, A, and Trichopoulos, D. (2002). A role of sunshine in the triggering of suicide. Epidemiology, 13, 106-109, (with discussion). [ Full text - PDF] (discussion and rejoinder). [softtware: click here]
Frangakis, CE, and Rubin, DB (2001). Addressing the idiosyncrasy in estimating survival curves using double-sampling in the presence of self-selected right censoring. Biometrics ( with discussion) 57, 333-353, [ Full text - PDF] [software: README, routds.r, routds.dll]
Frangakis, CE, and Rubin, DB (2000). The defining role of ``principal stratification" in causal inference: adjusting for post-treatment
variables. Dept. of Statistics Research Report FR2000,
Barnard, J, Frangakis, CE, Hill, J, Rubin, DB. (2000). School
Choice in NY City: A Bayesian Analysis of an Imperfect Randomized Experiment.
Forthcoming in Case Studies in Bayesian Statistics (with discussion) V . 5, Gatsonis et al. (eds.)
Frangakis, CE, and Rubin, DB (1999). Addressing complications of intention-to-treat analysis in the presence of all-or-none treatment-noncompliance and subsequent missing outcomes. Biometrika, 8, 365-379. [Full text -PDF]
DB, and Frangakis, CE (1999). Comment on ``Estimation of the causal
effect of a time-varying exposure on the marginal mean of a repeated binary
outcome'' by JM Robins,
(1999). Coexistent complications with noncompliance with
study-protocols, and implications for statistical analysis. Ph. D. thesis, Department of Statistics,
Frangakis, CE, Rubin, DB, and Zhou, XH (1998). Analyzing the clustered encouragement design: the central role of modeling. In: American Statistical Association, Proceedings of the Biometrics Section, 71-79.
Frangakis, CE, and Rubin, DB (1998). Why Intention-to-treat tests are generally anticonservative in the presence of both treatment-noncompliance and outcome-nonresponse: revealing and handling this phenomenon. Award paper presented at the 1998 meeting, International Biometric Society (ENAR).
Frangakis, CE, and Rubin, DB (1997). A new approach to the idiosyncratic problem of drug-noncompliance with subsequent loss to follow-up. In: American Statistical Associatio, Proceedings of the Biopharmaceutical Section, 206-211.
Petridou, E, Zavitsanos, X, Dessypris, N, Frangakis, CE, Mandyla, M, Doxiadis, S, and Trichopoulos, D (1997). Adolescents in high-risk trajectory: clustering of risky behavior and the origins of socioeconomic health differentials. Preventive Medicine 26, 215-219.