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DEPARTMENT OF BIOSTATISTICS
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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.
Huang, IC,
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
Huang, IC,
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, and
Rubin, DB (2002) Principal stratification
in causal inference. Biometrics,
58, 21-29. [Full text -
PDF][software: README,
Code]
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
Frangakis, CE, and Varadhan, R (2002). On
Confidence Intervals for Seasonal Risk of Suicides, with Null Values on the Boundary Epidemiology, forthcoming [ Full text - PDF]. [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]
Rubin,
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,
Frangakis, CE
(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.
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