Q-learning: a data analysis method for constructing adaptive interventions.
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Inbal Nahum-Shani | Susan A Murphy | Daniel Almirall | Jihnhee Yu | Min Qian | William E Pelham | Beth Gnagy | Gregory A Fabiano | James G Waxmonsky | S. Murphy | D. Almirall | Min Qian | W. Pelham | I. Nahum-Shani | B. Gnagy | G. Fabiano | J. Waxmonsky | Jihnhee Yu | Beth Gnagy | James G. Waxmonsky | Min Qian | Jihnhee Yu | Susan A. Murphy
[1] B. Muthén,et al. Adaptive designs for randomized trials in public health. , 2009, Annual review of public health.
[2] Ben J. A. Kröse,et al. Learning from delayed rewards , 1995, Robotics Auton. Syst..
[3] Stephen P. Hinshaw,et al. Behavioral versus Behavioral and Pharmacological Treatment in ADHD Children Attending a Summer Treatment Program , 2000, Journal of abnormal child psychology.
[4] D. Rivera,et al. Using engineering control principles to inform the design of adaptive interventions: a conceptual introduction. , 2007, Drug and alcohol dependence.
[5] William E. Pelham,et al. Psychosocial and combined treatments for ADHD , 1999 .
[6] J. Robins. Addendum to “a new approach to causal inference in mortality studies with a sustained exposure period—application to control of the healthy worker survivor effect” , 1987 .
[7] J M Robins,et al. Marginal Mean Models for Dynamic Regimes , 2001, Journal of the American Statistical Association.
[8] S. Raudenbush,et al. STUDYING THE CAUSAL EFFECTS OF INSTRUCTION WITH APPLICATION TO PRIMARY-SCHOOL MATHEMATICS , 2003 .
[9] W. Pelham,et al. Teacher ratings of DSM-III-R symptoms for the disruptive behavior disorders. , 1992, Journal of the American Academy of Child and Adolescent Psychiatry.
[10] David J. Radosevich,et al. The moderating role of goal commitment on the goal difficulty–performance relationship: A meta-analytic review and critical reanalysis. , 1998 .
[11] P. Thall,et al. Covariate‐adjusted adaptive randomization in a sarcoma trial with multi‐stage treatments , 2005, Statistics in medicine.
[12] Joel Greenhouse,et al. Effects of methylphenidate and expectancy on children with ADHD: behavior, academic performance, and attributions in a summer treatment program and regular classroom settings. , 2002, Journal of consulting and clinical psychology.
[13] James M. Robins,et al. Optimal Structural Nested Models for Optimal Sequential Decisions , 2004 .
[14] Linda Taylor,et al. On Understanding Intervention in Psychology and Education , 1994 .
[15] Yitzhak Fried,et al. Enriching Goal-Setting Theory with Time: An Integrated Approach , 2004 .
[16] E. Schaughency,et al. Building Capacity to Implement and Sustain Effective Practices to Better Serve Children , 2006 .
[17] J L Schafer,et al. Multiple Imputation for Multivariate Missing-Data Problems: A Data Analyst's Perspective. , 1998, Multivariate behavioral research.
[18] D. Mackinnon,et al. A Simulation Study of Mediated Effect Measures. , 1995, Multivariate behavioral research.
[19] James M. Robins,et al. Association, Causation, And Marginal Structural Models , 1999, Synthese.
[20] S. Murphy,et al. The multiphase optimization strategy (MOST) and the sequential multiple assignment randomized trial (SMART): new methods for more potent eHealth interventions. , 2007, American journal of preventive medicine.
[21] H. Sung,et al. Selecting Therapeutic Strategies Based on Efficacy and Death in Multicourse Clinical Trials , 2002 .
[22] William E. Pelham,et al. Evidence-Based Psychosocial Treatments for Attention-Deficit/Hyperactivity Disorder , 2008, Journal of clinical child and adolescent psychology : the official journal for the Society of Clinical Child and Adolescent Psychology, American Psychological Association, Division 53.
[23] Roderick J. A. Little,et al. Statistical Analysis with Missing Data , 1988 .
[24] S A Murphy,et al. Screening Experiments for Developing Dynamic Treatment Regimes , 2009, Journal of the American Statistical Association.
[25] James R McKay,et al. Adaptive Interventions in Drug Court , 2008, Criminal justice review.
[26] Susan A Murphy,et al. Examining clinical judgment in an adaptive intervention design: The fast track program. , 2006, Journal of consulting and clinical psychology.
[27] N. Kanas. The theory and practice of group psychotherapy. , 2011, International journal of group psychotherapy.
[28] Susan Murphy,et al. Inference for non-regular parameters in optimal dynamic treatment regimes , 2010, Statistical methods in medical research.
[29] Mark J van der Laan,et al. Statistical Learning of Origin-Specific Statically Optimal Individualized Treatment Rules , 2007, The international journal of biostatistics.
[30] A. Tsiatis,et al. Optimal Estimator for the Survival Distribution and Related Quantities for Treatment Policies in Two‐Stage Randomization Designs in Clinical Trials , 2004, Biometrics.
[31] T. Dishion,et al. An adaptive approach to family intervention: linking engagement in family-centered intervention to reductions in adolescent problem behavior. , 2007, Journal of consulting and clinical psychology.
[32] Edwin A. Locke,et al. Relationships Among Goal Difficulty, Business Strategies, and Performance On A Complex Management Simulation Task , 1991 .
[33] Erica E M Moodie,et al. A Comparison of Variable Selection Approaches for Dynamic Treatment Regimes , 2010, The international journal of biostatistics.
[34] Biao Zhang,et al. Empirical Likelihood in Missing Data Problems , 2009 .
[35] D F Klein,et al. COGNITIVE THERAPY , 2016 .
[36] A. Bandura. Social Foundations of Thought and Action: A Social Cognitive Theory , 1985 .
[37] Stuart E. Dreyfus,et al. Applied Dynamic Programming , 1965 .
[38] Bruce E. Wampold,et al. Principles of Empirically Supported Interventions in Counseling Psychology , 2002 .
[39] S. Murphy,et al. An experimental design for the development of adaptive treatment strategies , 2005, Statistics in medicine.
[40] S. Pliszka,et al. Practice parameter for the assessment and treatment of children and adolescents with attention-deficit/hyperactivity disorder. , 2007, Journal of the American Academy of Child and Adolescent Psychiatry.
[41] Joel B. Greenhouse,et al. Effects of methylphenidate and expectancy on children with ADHD: behavior, academic performance, and attributions in a summer treatment program and regular classroom settings. , 2002, Journal of Consulting and Clinical Psychology.
[42] S. Murphy,et al. Variable Selection for Qualitative Interactions. , 2011, Statistical methodology.
[43] Marilyn B. Cole. Group Dynamics in Occupational Therapy: The Theoretical Basis and Practice Application of Group Treatment , 1993 .
[44] D. Rubin. [On the Application of Probability Theory to Agricultural Experiments. Essay on Principles. Section 9.] Comment: Neyman (1923) and Causal Inference in Experiments and Observational Studies , 1990 .
[45] Roger A. Sugden,et al. Multiple Imputation for Nonresponse in Surveys , 1988 .
[46] John R. Weisz,et al. Treatment dissemination and evidence-based practice: Strengthening intervention through clinician-researcher collaboration , 2006 .
[47] S. Murphy,et al. Experimental design and primary data analysis methods for comparing adaptive interventions. , 2012, Psychological methods.
[48] Abbie Brown,et al. Design experiments: Theoretical and methodological challenges in creating complex interventions in c , 1992 .
[49] Abraham Wandersman,et al. Community interventions and effective prevention. , 2003, The American psychologist.
[50] D. A. Kenny,et al. The moderator-mediator variable distinction in social psychological research: conceptual, strategic, and statistical considerations. , 1986, Journal of personality and social psychology.
[51] James R McKay,et al. Is there a case for extended interventions for alcohol and drug use disorders? , 2005, Addiction.
[52] Mark J van der Laan,et al. Individualized treatment rules: Generating candidate clinical trials , 2007, Statistics in medicine.
[53] S. Murphy,et al. Developing adaptive treatment strategies in substance abuse research. , 2007, Drug and alcohol dependence.
[54] Chris Watkins,et al. Learning from delayed rewards , 1989 .
[55] J. Robins. A new approach to causal inference in mortality studies with a sustained exposure period—application to control of the healthy worker survivor effect , 1986 .
[56] Richard S. Sutton,et al. Reinforcement Learning: An Introduction , 1998, IEEE Trans. Neural Networks.
[57] J. Webster,et al. EFFECTS OF FEEDBACK AND COGNITIVE PLAYFULNESS ON PERFORMANCE IN MICROCOMPUTER SOFTWARE TRAINING , 2006 .
[58] Wayne F Velicer,et al. Tailored communications for smoking cessation: past successes and future directions. , 2006, Drug and alcohol review.
[59] Donald B. Rubin,et al. Bayesian Inference for Causal Effects: The Role of Randomization , 1978 .
[60] Marie Davidian,et al. Estimation of Survival Distributions of Treatment Policies in Two‐Stage Randomization Designs in Clinical Trials , 2002, Biometrics.
[61] Susan A Murphy,et al. Customizing treatment to the patient: adaptive treatment strategies. , 2007, Drug and alcohol dependence.
[62] Benjamin B. Lahey,et al. A Practical Measure of Impairment: Psychometric Properties of the Impairment Rating Scale in Samples of Children With Attention Deficit Hyperactivity Disorder and Two School-Based Samples , 2006, Journal of clinical child and adolescent psychology : the official journal for the Society of Clinical Child and Adolescent Psychology, American Psychological Association, Division 53.