Constantine
Frangakis
PhD, Harvard University
Associate Professor
Department of Biostatistics
Bloomberg School of Public Health
Johns Hopkins University
cfrangak@jhsph.edu
Selected articles citing work developed in preparation for and during
the project of
"Statistical Methods for Partially Controlled Studies"
PI: CE Frangakis, Co-PI: DB Rubin
Funding Agency: National Eye Institute, NIH
Baker SG (2006). A simple meta-analytic approach for using a binary surrogate
endpoint to predict the effect of intervention on true endpoint. Statistics
in Medicine 24, 3773-3787
King G and Zeng L. (2006). The dangers of extreme counterfactuals. Political Analysis 14(2), 131-159
Shepherd, BE, Gilbert, PB, Jemiai, Y, and Rotnitzky, A. (2006). Sensitivity Analyses Comparing Outcomes Only Existing in a Subset Selected Post-Randomization, Conditional on Covariates, with Application to HIV Vaccine Trials. Biometrics 62(2), 332-42
An H, Little R (2005). Semiparametric estimation of treatment effect in a pretest-posttest study with missing data - Comment. Statistical Science 20, 282-301
Ajdacic-Gross V, Bopp M, Sansossio R, et al.. (2005). Diversity and change in suicide seasonality over 125 years. Journal of Epidemiology and Community Health 59, 967-972
Cheng J and Small D. (2005). Bounds of causal effects in three arm trials with non compliance. Journal of the Royal Statistical Society; Series B 68(5), 815-836
Angrist J, Bettinger, E, and Kremer, M. (2005). Long term consequences of secondary school vouchers: evidence from administrative records in Colombia. NBER Working Papers 10713, National Bureau of Economic Research, Inc.
Bjorksten KS, Bjerregaard P, Kripke DF (2005). Suicides in the midnight sun - a study of seasonality in suicides in West Greenland. Psychiatry Research 133, 205--213
Campbell DE, West MR, and Peterson PE (2005). Participation in a national, means-tested school voucher program. Journal of Policy Analysis and Management 24, 523-541
Corcoran P, Reilly M, Salim A, et al. (2005). Temporal variation in Irish suicide rates. Suicide and Life Thretening Behavior 34, 429-438
De Stavola, BL, Nitsch D, Silva, ID et al. (2005). Statistical issues in life course epidemiology. American Journal of Epidemiology 163, 84-96
Gottfredson DC, Kearley BW, Najaka SS, et al. (2005). The Baltimore City Drug Treatment Court - 3-year self-report outcome study. Evaluation Review 29, 42-46
Dunn G and Goetghebeur E (2005). Analysing compliance in clinical trials Statistical Methods in Medical Research 14, 325-326
Dunn G, Maracy M, and Tomenson B (2005). Estimating treatment effects from randomized clinical trials with noncompliance and loss to follow-up: the role of instrumental variable methods. Statistical Methods in Medical Research 14, 369-395.
Fischer T, Johnsen SP, Pedersen L, et al. (2005). Seasonal variation in hospitalization and case fatality of subarachnoid hemorrhage - A nationwide Danish study on 9,367 patients. Neuroepidemiology 24, 32-37
Goetghebeur E and Vansteelandt S (2005). Structural mean models for compliance analysis in randomized clinical trials and the impact of errors on measures of exposure. Statistical Methods in Medical Research 14, 397-415
Harkanen, T, Knekt, P, Virtala, E et al. (2005). A case study in comparing therapies involving informative drop-out, non-ignorable non-compliance and repeated measurements. Statistics in Medicine 24, 3773-3783
Hen X, Liu MZ, Zhang A (2005). A note on postrandomization adjustment of covariates. Drug Information Journal 39, 373-383
Shmitz KH, Holtzman, J, Courneya, KS et al. (2005). Controlled physical activity trials in cancer survivors: A systematic review and meta-analysis. Cancer Epidemiology Biomarkers and Prevention 14, 1588-1595
Hernan MA, Robins, JM, Rodriguez LAG. (2005). Discussion on "Statistical issues arising in the Women's Health Initiative". Biometrics 61, 922-930
Greene T, Daugirdas J, Depner T, et al. (2005). Association of achieved dialysis dose with mortality in the Hemodialysis Study: An example of "dose-targeting bias". Journal of the Americal Society of Nephrology 16, 3371-3380
Hudgens MG and Halloran ME (2005). Causal vaccine effects on binary post-infection outcomes. Journal of the American Statistical Association 101, 51-64
Prentice RL, Pettinger M, Anderson GL (2005). Statistical issues arising in the Women's Health Initiative. Biometrics 61, 899-911
Loeys
T, Goetghebeur E and A. Vandebosch A. (2005). Causal Proportional Hazards Models
and Time-constant Exposure in Randomized Clinical Trials. Lifetime Data
Analysis 11, 435-449
Saadat
M, Bahaoddini A, Mohabatkar H, et al. (2005). High incidence of suicide by burning
in Masjid-i-Sulaiman (southwest of Iran), a polluted area with natural sour
gas leakage. Burns 30, 829-832
Postolache, TT, Oren DA. (2005). Circadian phase shifting, alerting, and antidepressant effects of bright light treatment. Clinics in Sports Medicine 24, 381
Tonelli LH, Postolache TT (2005). Tumor necrosis factor alpha, interleukin-1 beta, interleukin-6 and major histocompatibility complex molecules in the normal brain and after peripheral immune challenge. Neurological Research 27, 679-684
White, IR. (2005). Uses and limitations of randomization based efficacy estimators. Statistical Methods in Medical Research 96, 1232-1244
Angrist, JD. (2004). American education research changes track. Oxford review of Economic Policy 20, 198-212
Arjas, E. (2004). Reply to discussion on causality Scandinavian Journal of Statistics 31, 193-196
Berger, VW and Weinstein S (2004). Ensuring the comparability of comparison groups: is randomization enough? Controlled Clinical Trials 25, 515-524
Buddin R and Zimmer R (2004). The political dynamics of school choice: Negotiating contested rerrain. Journal of Policy Analysis and Management 23, 929-932
Cox, DR and Wermuth (2004). Causality: a statistical view. International Statistical Review 72, 285-305
Davis GE Lowell, WE.
(2004). Chaotic solar cycles modulate the incidence and severity of mental illness.
Medical Hypotheses
62, 207-214
Des Jarlais, DC and Braine N (2004). Editorial: Assessing syringe exchange programs.
Addiction
99, 1081-1082
Aalen, O.O. (2004). Discussion on causality. Scandinavian Journal of Statistics 31, 198-201
Greenland
S. (2004). Multiple-bias modelling for analysis of observational data.
Journal
of the Royal Statistical Society: Series A V168, 267-306
Greevy
R, Silber J. H., Cnaan, A., and
Rosenbaum, P. R. (2004). Randomization Inference with
imperfect compliance in ACE-Inhibitor after anthracyline randomized trial. Journal
of the American Statistical Association 99, 7-15
Hogan JW, Roy, J, and Korkontzelou, C. (2004). Tutorial in biostatistics - Handling drop-out in longitudinal studies. Statistics in Medicine 23, 1455-1497
Deisenhammer EA (2004). Weather and suicide: the present state of knowledge on the association of meteorological factors with suicidal behaviour. Acta Psychiatrica Scandinavica 108, 455-459
Hudgens, MG, and Gilbert, PB, and Self, SG. (2004). Endpoints in vaccine trials. Statistical Methods in Medical Research 13, 89-114
Langagergaard,
V, Norgard, B., Mellemkjaer, L., Pedersen, L., Rothman, K. J., and Sorensen,
H. T.(2004). Seasonal variation in month of birth and diagnosis in children
and adlosescents with hodgkin disease and non-hodgkin lymphoma. Journal
of Pediatric Hematology/Oncology 25(3), 534-538
Howell, WG (2004). Dynamic selection effects in means-tested, urban school voucher
programs. Journal of Policy Analysis and Management 23, 225-250
Lauritzen, S (2004). Graphical models for surrogates. Scandinavian Journal of Statistics V 31
Matsui,
S. (2004). Applications of a parametric model for informative censoring. Biometrics
60, 704-714
Matsui, S. (2004). Analysis of times to repeated events in two-arm randomized
trials with noncompliance and dependent censoring. Biometrics 60, 965-976
Liddell
C, Rae G, Brown TRM, et al. (2004). Giving patients an audiotape of their GP
consultation: a randomised controlled trial. British Journal of Medical
Practice 54, 667-672
Lie
SA, Engesaeter LB, Havelin LI, Gjessing HK, Vollset SE. (2004). Dependency issues
in survival analyses of 55,782 primary hip replacements from 47,355 patients.
Statistics in Medicine 23, 3227-3240
Mercatanti, A. (2004). Analyzing a randomized experiment with imperfect compliance and ignorable conditions for missing data: theoretical and computational issues. Computational Statistics and Data Analysis 46, 493-509
Mealli F, Imbens GW, Ferro S, Biggeri A. (2004). Analyzing a randomized trial on breast self-examination with noncompliance and missing outcomes. Biostatistics 5, 207-222
Nishimura
M, Terao T, Soeda S, et al. (2004). Suicide and occupation: further supportive
evidence for their relevance. Progress in Neuropharmacology and Biological
Psychiatry 28, 83-87
Partonen T, Haukka J, Pirkola S (2004). Time patterns and seasonal mismatch
in suicide. Acta Psychiatrica Scandinavica 109, 110-115
Partonen T, Haukka J, Nevanlinna H, et al. (2004). Analysis of the seasonal
pattern in suicide Journal of Affective Disorders 81, 13-139
Skriver,
MV, Pedersen, L., Stang, P, Lund, L., Rothman, KJ. (2004). The month of birth
does not affect the risk of hypospadias. European Journal of Epidemiology
19(12), 1135-6
Ten
Have T. R., Elliott M. R., Joffe, M., and Zanutto, E. (2004). Causal models
for randomized physician encouragement trials in treating primary care. Journal
of the American Statistical Association 99, 16-25
Schuh A (2004). Suicides peak in May and June. Is the decision to kill oneself dependent on the weather? MMW-Fortschritte Der Medizin 146, 614-615
Berck
R and Xu H (2003). Comment on "Barnard,
J, Frangakis, CE, Hill, J, and Rubin, DB. A principal stratification approach
to broken randomized experiments: a case study of School Choice Vouchers in
Peterson, PE and Howell, WG (2004). Efficiency, bias, and classification schemes: a response to Alan B. Krueger and Pei Zhu. American Behavioral Scientist 47, 699-719
Farewell, V. T., Lawless, J. F., Gladman, D. D., and Murray, B. U. (2003). Tracing studies and analysis of the effect of loss to follow-up on mortality estimation from patient registry data. Journal of the Royal Statistical Society, Series C 52, 445
Campbell, G, Yue, L, Penello, G, Barrick M. (2003). Encyclopedia of Biopharmaceutical Statistics ISBN: 0-8247-4263-X
Dunn
G, Maracy M, Dowrick C, Ayuso-Mateos JL, Dalgard OS, Page H, Lehtinen V, Casey
P, Wilkinson C, Vazquez-Barquero JL, Wilkinson G; ODIN group. (2003). Estimating
psychological treatment effects from a randomised controlled trial with both
non-compliance and loss to follow-up. British Journal of Psychiatry 183, 323-331
Gilbert, P. B., Bosch, R. J.,
and M. G. Hudgens (2003). Sensitivity analysis for
the assessment of causal vaccine effects on viral load in AIDS vaccine trials.
Biometrics
59, 531-541
Huba
et al. (2003). Modeling HIV Risk in Highly Vulnerable Youth. Structural
Equation Modeling 10, 583-608.
Hudgens, MG, Hoering, A, and Self, SG. (2003). On the analysis of viral load
endpoints in HIV vaccine trials. Statistics in Medicine 22, 2281-2298
Jessen, Ved Geert (2003). Saeson for selvmordsadfaerd: myter og resultater.
Suicidologi 8, 14-22
Levy, DE, O'Malley, AJ, and Normand, SL (2003). Covariate adjustment in
clinical trials with non-ignorable missing data and non-compliance. Statistics
in Medicine 23, 2319-2339
Loeys, T., and Goetghebeur, E. (2003). A causal proportional hazards estimator
for the effect of treatment actually received in a randomized trial with all
or nothing compliance. Biometrics 59100
Muthen,
B, Booil, J, and Brown, H (2003). Comment on "Barnard, J, Frangakis, CE,
Hill, J, and Rubin, DB. A principal stratification approach to broken randomized
experiments: a case study of School Choice Vouchers in
Joffee, MM, Ten Have TR, Brensinger C. (2003). The compliance score as a regressor in randomized trials. Biostatistics 4, 327-340
Chen, E, Bloomberg, GR, Fisher, EB, Strunk, R. (2003). Predictors of Repeat Hospitalizations in Children with Asthma: The Role of Psychosocial and Socio-Environmental Factors. Health Psychology, 22(1),12-8
Krueger,
A, and Zhu, P (2003). Comment on "Barnard, J, Frangakis, CE, Hill, J, and
Rubin, DB. A principal stratification approach to broken randomized experiments:
a case study of School Choice Vouchers in
Ansolabehere, S (2002). Comment on "J Barnard, CE Frangakis, J Hill, and DB Rubin. School Choice in NY City: A Bayesian Analysis of an Imperfect Randomized Experiment.'' Case Studies in Bayesian Statistics V5, 69-72
Baker SG and Kramer
BS (2002). A perfect correlate does not a surrogate make. BMC
Medical Research Methodology 3, 16
Cox, DR. and Berrington A. (2002). Discussion
of "CE Frangakis, DB Rubin, and XH Zhou. Clustered
encouragement design with individual noncompliance: Bayesian inference and application
to Advance Directive Forms." Biostatistics
3,165-167
Goetghebeur
E and Vansteelandt S. (2002). Discussion of
"CE Frangakis, DB Rubin, and XH Zhou. Clustered
encouragement design with individual noncompliance: Bayesian inference and application
to Advance Directive Forms." Biostatistics 3,169-171
Hogan, J and Daniels, M (2002). A hierarchical modelling approach to analysing
longitudinal data with drop-out and non-compliance, with application to an equivalence
trial in paediatric acquired immune deficiency syndrome. Journal of the
Royal Statistical Society: Series C (Applied Statistics) 51, 1
Hollis, S. (2002). A graphical sensitivity analysis for clinical trials with
non-ignorable missing binary outcome. Statistics in Medicine 21, 3823-3834
Berger, VW (2002). Valid adjustment of
randomized comparisons for binary covariates. Biometrical Journal
46, 589-594
Matsuyama, Y. (2002). Correcting for non-compliance of repeated binary outcomes in randomized clinical trials: randomized analysis approach. Statistics in Medicine 21, 675-687
Jo,
B. (2002). Statistical power in randomized intervention studies with noncompliance. Psychological
Methods 178-193
Hill JL, Waldfogel J, and Brooks-Gunn J (2002). Differential effects of high
quality child care. Journal of Policy Analysis and
Management 21, 601-627
Jo, B. (2002). Estimation of intervention effects with noncompliance: Alternative
model specifications. Journal of Educationan and Behavioral Statistics
27, 385-409
Jonsson, EN and Sheiner, LB. (2002). More efficient clinical trials through
use of scientific model-based statistical tests. Clinical Pharmacology and
Therapeutics 72, 603-614
Junker, B and Gitelman A. I (2002). Comment on "J Barnard, CE Frangakis,
J Hill, and DB Rubin. School Choice in NY City: A Bayesian Analysis of an Imperfect
Randomized Experiment.'' Case Studies in Bayesian Statistics V, 73-91
Muthen, Bengt O. (2002). Beyond SEM: Generalized latent variable modelling. Behaviormetrika 21, 81-117
Committee
on Scientific Principles for Education Research, RJ Shavelson and LTowne,
(Eds), National Research Council. Scientific Research in Education (2002)
Sashegyi
AI, Brown KS, Farrell PJ. (2002). Application of a generalized random effects
regression model for cluster-correlated longitudinal data to a school-based
smoking prevention trial. American Journal of Epidemiology 152, 1192-1200
Zhang,
J (2002). Causal inference with principal stratification. Ph. D. Thesis, Department
of Statistics,
Baker, SG (2001). Comment on "CE Frangakis and DB Rubin. Addressing an idiosyncrasy in estimating survival curves using double-sampling in the presence of self-selected right censoring.'' Biometrics 57, 348-350
Yau, LH and Little, R J. (2001). Inference for the complier-average causal effect from longitudinal data subject to noncompliance and missing data, with application to a job training assessment for the unemployed. Journal of the American Statistical Association 14, 327-347
Robins, J. M., Rotnitzky, A., and Bonetti, M. (2001). Comment on "CE Frangakis and DB Rubin. Addressing an idiosyncrasy in estimating survival curves using double-sampling in the presence of self-selected right censoring.'' Biometrics 57, 343-347
US Surgeon General's Report (2001). Women and Smoking. Chapter 4.
Baker, SG (2000). Analyzing
a randomized cancer prevention trial with a missing binary outcome, an auxiliary
variable, and all-or-none compliance. Journal of the American Statistical
Association 95, 43-50 (Sec. 5)
Corhonen, P. (2000). Accelerated failure time models
for nonignorable noncompliance in randomized trials.
PhD Thesis,
Department of Nutrition, National Public Health Institute,
Sheiner LB and Steiner JL. (2000). Pharmacokinetic/pharmacodynamic
modeling in drug development. Annual Review of Pharmacology and Toxicology
40, 67-95
Harrison A, Senserrick T, and Tingvall, C (2000). [Swedish National Road Administration]. Development and trial of a method to investigate the acceptability of seatbelt reminder systems. Accident Research Center. Report No. 170. ISBN 0 7326 1469 4
Hill,
J. L. (2000). Applications of Innovative Statistical Methodology for the Social
Sciences (part 3). Ph. D. Thesis, Department of Statistics,
McIntosh, MW (1999). Instrumental variables when evaluating screening trials: estimating the benefit of detecting cancer by screening. Statistics in Medicine 18, 2775-2794 (Sec. 5.2)
Sheiner
LB and
Baker, SG (1998). Analysis of survival data from a randomized trial with all-or-none compliance: estimating the cost-effectiveness of a cancer screening program. Journal of the American Statistical Association 93, 929-934. (Sec. 5)
The
Government of