@string{jrssb = "Journal of the Royal Statistical Society, Ser. B"} @string{jrssa = "J. Roy. Statist. Soc. A"} @string{jrssd = "J. Roy. Statist. Soc. D"} @string{biom = "Biometrika"} @string{bioms ="Biometrics"} @string{jbes ="Journal of Business and Economic Statistics"} @string{csda ="Comp. Statist. Data Anal."} @string{cma ="Comput. Math. Applic."} @string{jasa = "Journal of the American Statistical Association"} @string{anns = "Annals of Statistics"} @string{annms = "Ann. Math. Statist."} @string{jcgs = {J. Comp. Graph. Statist.}} @string{statcomp = {Statist. Comp.}} @string{commstat = {Communincations in Statistics}} @string{tech = {Technometrics}} @string{statsci = {Statist. Sci.}} @string{scan = {Scan. J. Statist.}} @string{apps = {Appl. Statist.}} @string{statmed = {Statist. Med.}} @string{canj = {Can. J. Statist.}} @string{jspi = {J. Statist. Plan. Inf.}} @string{jeco = "J. Econometrics"} @string{stat = "The Statistician"} @string{japp = "J. Appl. Statist."} @string{amst = "Amer. Statist."} @string{amjepi = "Amer. J. Epi."} @string{prevsci = "Prev. Science"} @Article{Brumback03, author = {Brumback, B and Greenland, S and Redman, M and Kiviat, N and Diehr, P}, title = {The intensity score approach to adjusting for confounding}, journal = amjepi, year = {2003}, volume = {59}, pages = {274--285}, } @Article{Dawson02, author = {Dawson, R and Lavori, P W}, title = {Using inverse weighting and predictive inference to estimate the effects of time-varying treatments on the discrete-time hazard}, journal = statmed, year = {2002}, OPTkey = {}, volume = {21}, pages = {1641--1661}, OPTmonth = {}, OPTnote = {}, OPTannote = {} } @Article{Dawson04, author = {Dawson, R and Lavori, P W}, title = {Placebo-free designs for evaluating new mental health treatments: the use of adaptive treatment strategies}, journal = statmed, year = {2004}, OPTkey = {}, volume = {23}, pages = {3249--3262}, OPTmonth = {}, OPTnote = {}, OPTannote = {} } @Article{Equipoise, author = {Freedman, B}, title = {Equipoise and the ethics of clinical research}, journal = nejm, year = {1987}, OPTkey = {}, volume = {317}, pages = {144--145}, OPTmonth = {}, OPTnote = {}, OPTannote = {} } @Article{Giles92, author = {Giles, D E A and Lieberman, O and Giles, J A}, title = {The Optimal Size of a Preliminary Test of Linear Restrictions in a Misspecified Regression Model}, journal = jasa, year = {1992}, OPTkey = {}, volume = {87}, pages = {1153--1157}, OPTmonth = {}, OPTnote = {}, OPTannote = {} } @Article{Hernan00, author = {Hernan, M A and Brumback, B and Robins, J M}, title = {Marginal Structural Models to estimate the causal effect of zidovudine on the survival of {HIV}-positive men}, journal = {Epidemiology}, year = {2000}, OPTkey = {}, volume = {11}, pages = {561--570}, } @Article{Holland86, author = {Holland, P W}, title = {Statistics and Causal Inference}, journal = jasa, year = {1986}, OPTkey = {}, volume = {81}, pages = {945--960}, } @Article{Joffe00, author = {Joffe, M M}, title = {Confounding by indication: The case of Calcium Channel Blockers}, journal = {Pharamcoepi. Drug Safety}, year = {2000}, OPTkey = {}, volume = {9}, pages = {37--41}, } @article{Kabaila06, author = {Kabaila, P and Leeb, H}, title = {On the Large-Sample Minimal Coverage Probability of Confidence Intervals after Model Selection}, journal = jasa, volume = {101}, pages = {619--629}, year = {2006}, } @article{Kaslow87, author = {Kaslow, R A and Ostrow, D G and Detels, R and Phair, J P and Polk, B F and Rinaldo, C R}, title = {The {M}ulticenter {AIDS} {C}ohort {S}tudy: rationale, organization, and selected characteristics of the participants}, journal = {Amer. J. Epi.}, volume = {126}, pages = {310--318}, year = {1987}, } @Article{Lavori94, author = {Lavori, P W and Dawson, R and Mueller, T B }, title = {Causal estimation of time-varying treatment effects in observational studies: application to depressive disorder}, journal = statmed, year = {1994}, volume = {13}, pages = {1089--1100}, } @Article{Lavori00, author = {Lavori, P W}, title = {A design for testing clinical strategies: biased adaptive within-subject randomization}, journal = jrssa, year = {2000}, OPTkey = {}, volume = {163}, pages = {29--38}, OPTmonth = {}, OPTnote = {}, OPTannote = {} } @Article{Lavori04, author = {Lavori, P W and Dawson, R}, title = {Dynamic treatment regimes: practical design considerations}, journal = statmed, year = {2001}, OPTkey = {}, volume = {20}, pages = {1487--1498}, OPTmonth = {}, OPTnote = {}, OPTannote = {} } @Article{Lavori06, author = {Lavori, P W and Dawson, R}, title = {Variance of the non-parametric {G}-estimator: Application to randomized trials of adaptive treatment strategies}, journal = {Clinical Trials (submitted)}, year = {2006}, OPTkey = {}, volume = {}, pages = {}, OPTmonth = {}, OPTnote = {}, OPTannote = {} } @Article{Leon01, author = {Leon, A C and Mueller, T I and Solomon, D A and Keller, M B}, title = {A dynamic adaptation of the propensity score adjustment for effectiveness analysis of ordinal doses of treatment}, journal = {Clin. Trials}, year = {2004}, OPTkey = {}, volume = {1}, pages = {9--20}, OPTmonth = {}, OPTnote = {}, OPTannote = {} } @Article{Mocroft04, author = {Mocroft, A and Lundgren, J D}, title = {Starting highly active antiretroviral therapy: why, when and response to {HAART}}, journal = {J. Antimicrobial Chemo.}, year = {2004}, volume = {54}, pages = {10--13} } @Article{Moodie07, author = {Moodie, E E M and Richardson, T S and Stephens, D A }, title = {Demystifying Optimal Dynamic Treatment Regimes}, journal = bioms, year = {2007}, OPTkey = {}, volume = {}, pages = {}, OPTmonth = {}, OPTnote = {}, OPTannote = {} } @Article{Murphy03, author = {Murphy, S A}, title = {Optimal Dynamic Treatment Regimes}, journal = jrssb, year = {2003}, OPTkey = {}, volume = {65}, pages = {331--366}, OPTmonth = {}, OPTnote = {}, OPTannote = {} } @Article{Murphy04, author = {Murphy, S A}, title = { An Experimental Design for the Development of Adaptive Treatment Strategies }, journal = statmed, year = {2004}, OPTkey = {}, volume = {24}, pages = {1455--1481}, OPTmonth = {}, OPTnote = {}, OPTannote = {} } @Book{Nemhauser, author = {Nemhauser, G }, title = { Introduction to Dynamic Programming }, PUBLISHER = {John Wiley and Sons}, year = {1966}, volume = {}, number = {}, series = {}, address = {New York}, edition = {}, month = {}, note = {}, } @Article{Robins94, author = { Robins, J M }, title = { Correcting for Non-Compliance in Randomized Trials Using Structural Nested Mean Models }, journal = commstat, year = {1994}, OPTkey = {}, volume = {23}, pages = {2379--2412}, OPTmonth = {}, OPTnote = {}, OPTannote = {} } @Article{Robins86, author = { Robins, J M }, title = { A New Approach to Causal Inference in Mortality Studies with Sustained Exposure Periods - Application to Control of the Healthy Worker Survivor Effect }, journal = { Mathematical Modelling }, year = {1986}, OPTkey = {}, volume = {7}, pages = {1393--1512}, OPTmonth = {}, OPTnote = {}, OPTannote = {} } @Inproceedings{Robins97, author = {Robins, J M}, editor = {Berkane, M}, TITLE = {Latent Variable Modeling and Applications to Causality}, CHAPTER = {Causal Inference from Complex Longitudinal Data}, pages = {69--117}, PUBLISHER = {Springer}, YEAR = {1997}, volume = {}, number = {}, series = {}, address = {New York}, edition = {}, } @Article{Robins98, author = { Robins, J M }, title = { Correcting for Non-Compliance in Equivalence Trials }, journal = statmed, year = {1998}, OPTkey = {}, volume = {17}, pages = {269--302}, OPTmonth = {}, OPTnote = {}, OPTannote = {} } @Inproceedings{Robins04, author = {Robins, J M}, title = {Optimal Structural Nested Models for Optimal Sequential Decisions}, booktitle = { Proceedings of the Second Seattle Symposium on Biostatistics }, year = {2004}, editor = { Lin, D Y and Heagerty, P J}, volume = {}, number = {}, series = {}, pages = {}, address = {New York}, month = {}, organization = {}, publisher = {Springer}, note = {}, abstract = {}, keywords = {}, file = F } @Article{RobinsRotnitzky04, author = { Robins, J M and Rotnitzky, A}, title = { Estimation of treatment effects in randomized trials with noncompliance and a dichotomous outcome using structural nested mean models. }, journal = "Biometrika", year = {2004}, OPTkey = {}, volume = {91}, pages = {763--783}, OPTmonth = {}, OPTnote = {}, OPTannote = {} } @INBOOK{Rothenberg84, author = {Rothenberg, T J}, editor = {Griliches, Z and Intriligator, M D }, TITLE = {Handbook of Econometrics}, CHAPTER = {Approximating the Distribution of Econometric Estimators and Test Statistics}, pages = {}, PUBLISHER = {North-Holland}, YEAR = {1984}, volume = {2}, number = {}, series = {}, address = {Amsterdam}, edition = {}, } @Article{Rosenbaum83, author = { Rosenbaum, P R and Rubin, D B }, title = { The Central Role of the Propensity Score in Observational Studies for Causal Effects }, journal = { Biometrika}, year = {1983}, OPTkey = {}, volume = {70}, pages = {41--55}, } @Article{Rubin74, author = { Rubin, D B }, title = { Estimating causal effects of treatments in randomized and nonrandomized studies }, journal = { J. Ed. Psych.}, year = {1974}, OPTkey = {}, volume = {66}, pages = {688--701}, } @Article{Rubin78, author = { Rubin, D B }, title = { Bayesian inference for causal effects: The role of randomization }, journal = anns, year = {1978}, OPTkey = {}, volume = {6}, pages = {34--58}, OPTmonth = {}, OPTnote = {}, OPTannote = {} } @Article{Rathouz02, author = { Rathouz, P J and Satten, G A and Carroll, R J }, title = { Semiparametric Inference in Matched Case-Control Studies with Missing Covariate Data }, journal = {biom}, year = {2002}, OPTkey = {}, volume = {89}, pages = {905--916}, OPTmonth = {}, OPTnote = {}, OPTannote = {} } @Article{Stock02, author = {Stock, J H and Wright, J H and Yogo, M }, title = {A survey of weak instruments and weak identification in generalized method of moments}, journal = jbes, year = {2002}, OPTkey = {}, volume = {20}, pages = {518--529}, OPTmonth = {}, OPTnote = {}, OPTannote = {} } @Article{Thall00, author = {Thall, P F and Millikan, R E and Sung, H-G }, title = {Evaluating multiple treatment courses in clinical trials}, journal = statmed, year = {2000}, OPTkey = {}, volume = {19}, pages = {1011--1028}, OPTmonth = {}, OPTnote = {}, OPTannote = {} } @Article{Thall05, author = {Thall, P F and Wathen, J K }, title = {Covariate-adjusted adaptive randomization in a sarcoma trial with multi-state treatments}, journal = statmed, year = {2005}, OPTkey = {}, volume = {24}, pages = {1947--1964}, OPTmonth = {}, OPTnote = {}, OPTannote = {} } @BOOK{vanderLaan03, author = { van der Laan, M J and Robins, J M }, title = { Unified Methods for Censored Longitudinal Data and Causality }, pages = {}, PUBLISHER = {Springer-Verlang}, YEAR = {2003}, volume = {}, number = {}, series = {}, address = {New York}, edition = {}, month = {}, note = {}, } @BOOK{vanderVaart98, author = { van der Vaart, A W }, title = { Asymptotic Statistics }, pages = {}, PUBLISHER = {Cambridge University Press}, YEAR = {1998}, volume = {}, number = {}, series = {}, address = {Cambridge, UK}, edition = {}, month = {}, note = {}, } @Article{Vansteel03, author = {Vansteelandt, S and Goetghebeur, E}, title = {Causal inference with generalized structural mean models}, journal = jrssb, year = {2003}, OPTkey = {}, volume = {65}, pages = {817--835}, }