D. Almirall

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Microrandomized trials: An experimental design for developing just-in-time adaptive interventions.

Ambuj Tewari, S. Murphy, E. Hekler, 2015, Health psychology : official journal of the Division of Health Psychology, American Psychological Association.

Assessing Time-Varying Causal Effect Moderation in Mobile Health

S. Murphy, K. Witkiewitz, A. Boruvka, 2016, Journal of the American Statistical Association.

A tutorial on propensity score estimation for multiple treatments using generalized boosted models

Lane F Burgette, D. Almirall, D. McCaffrey, 2013, Statistics in medicine.

Program for lung cancer screening and tobacco cessation: Study protocol of a sequential, multiple assignment, randomized trial.

Alexander J. Rothman, D. Almirall, B. Lindgren, 2017, Contemporary clinical trials.

Considering patient diet preference to optimize weight loss: design considerations of a randomized trial investigating the impact of choice.

D. Almirall, C. Voils, W. Yancy, 2013, Contemporary clinical trials.

Developing adaptive interventions for adolescent substance use treatment settings: protocol of an observational, mixed-methods project

D. Almirall, D. McCaffrey, D. Agniel, 2017, Addiction Science & Clinical Practice.

Adaptive School-based Implementation of CBT (ASIC): clustered-SMART for building an optimized adaptive implementation intervention to improve uptake of mental health interventions in schools

A. Kilbourne, D. Almirall, Shawna N. Smith, 2018, Implementation Science.

Experimental design and primary data analysis methods for comparing adaptive interventions.

S. Murphy, D. Almirall, Min Qian, 2012, Psychological methods.

Microrandomized trials: An experimental design for developing just-in-time adaptive interventions.

Ambuj Tewari, S. Murphy, E. Hekler, 2015, Health psychology : official journal of the Division of Health Psychology, American Psychological Association.

Designing a pilot sequential multiple assignment randomized trial for developing an adaptive treatment strategy

S. Murphy, D. Almirall, N. Duan, 2012, Statistics in medicine.

Do CRM Systems Cause One-to-One Marketing Effectiveness?

D. Almirall, M. S. Krishnan, Sunil Mithas, 2006, math/0609199.

Communication interventions for minimally verbal children with autism: a sequential multiple assignment randomized trial.

D. Almirall, C. Kasari, R. Landa, 2014, Journal of the American Academy of Child and Adolescent Psychiatry.

Protocol: Adaptive Implementation of Effective Programs Trial (ADEPT): cluster randomized SMART trial comparing a standard versus enhanced implementation strategy to improve outcomes of a mood disorders program

Daniel Almirall, Daniel Eisenberg, Susan A Murphy, 2014, Implementation Science.

A SMART data analysis method for constructing adaptive treatment strategies for substance use disorders

D. Almirall, Ashkan Ertefaie, D. Oslin, 2017, Addiction.

Estimation , Part 1 : A Semi-parametric Efficient Estimating Equation

D. Almirall, 2005 .

The Right Tool for the Job: Choosing Between Covariate-balancing and Generalized Boosted Model Propensity Scores

Daniel Almirall, Beth Ann Griffin, Lane F Burgette, 2017, Epidemiology.

Home is where sleep is: an ecological approach to test the validity of actigraphy for the assessment of insomnia.

D. Almirall, J. Edinger, M. Means, 2010, Journal of clinical sleep medicine : JCSM : official publication of the American Academy of Sleep Medicine.

Identifying optimal level-of-care placement decisions for adolescent substance use treatment.

D. Almirall, D. Agniel, B. Griffin, 2020, Drug and alcohol dependence.

Design and analysis considerations for comparing dynamic treatment regimens with binary outcomes from sequential multiple assignment randomized trials

Nicholas J. Seewald, D. Almirall, C. Kasari, 2018, Journal of applied statistics.

Implementing Effective Policy in a National Mental Health Reengagement Program for Veterans

David E. Goodrich, Kristina M. Nord, Kristen M. Abraham, 2016, The Journal of nervous and mental disease.

Longitudinal Effects of Adaptive Interventions With a Speech-Generating Device in Minimally Verbal Children With ASD

D. Almirall, C. Kasari, R. Landa, 2016, Journal of clinical child and adolescent psychology : the official journal for the Society of Clinical Child and Adolescent Psychology, American Psychological Association, Division 53.

Adaptive Intervention Designs in Substance Use Prevention

Megan E. Patrick, S. Murphy, D. Almirall, 2019, Advances in Prevention Science.

Comment

D. Lizotte, S. Murphy, D. Almirall, 2012 .

Electric power generation from the hybrid turbocharger of a marine propulsion diesel engine.

D. Almirall, 2019 .

Estimating Moderated Causal Effects with Time-varying Treatments and Time-varying Moderators: Structural Nested Mean Models and Regression with Residuals

D. Almirall, G. Wodtke, 2017, Sociological methodology.

Time from Positive Screening Fecal Occult Blood Test to Colonoscopy and Risk of Neoplasia

D. Almirall, D. Provenzale, D. Fisher, 2009, Digestive Diseases and Sciences.

A sample size calculator for SMART pilot studies.

D. Almirall, E. Ionides, Hwanwoo Kim, 2016, SIAM undergraduate research online.

The Balanced Opioid Initiative: protocol for a clustered, sequential, multiple-assignment randomized trial to construct an adaptive implementation strategy to improve guideline-concordant opioid prescribing in primary care

Roberta A. Johnson, D. Almirall, Randall T Brown, 2020, Implementation Science.

Expanding access to medications for opioid use disorder in primary care clinics: an evaluation of common implementation strategies and outcomes

D. Almirall, M. McGovern, B. Hurley, 2022, Implementation Science Communications.

Primary aim results of a clustered SMART for developing a school-level, adaptive implementation strategy to support CBT delivery at high schools in Michigan

A. Kilbourne, D. Almirall, Shawna N. Smith, 2022, Implementation Science.

Time‐varying effect moderation using the structural nested mean model: estimation using inverse‐weighted regression with residuals

S. Murphy, D. Almirall, D. McCaffrey, 2014, Statistics in medicine.

A sequential multiple assignment randomized trial (SMART) protocol for empirically developing an adaptive preventive intervention for college student drinking reduction.

Megan E. Patrick, M. Larimer, D. Almirall, 2020, Contemporary clinical trials.

Examining Moderated Effects of Additional Adolescent Substance Use Treatment

S. Murphy, D. Almirall, D. McCaffrey, 2012 .

Length of stay after infant heart surgery is related to cognitive outcome at age 8 years.

D. Almirall, D. Wypij, J. Newburger, 2003, The Journal of pediatrics.

Do CRM Systems Cause One-to-One Marketing Effectiveness?

D. Almirall, M. S. Krishnan, Sunil Mithas, 2006, math/0609199.

Primary aim results of a clustered SMART for developing a school-level, adaptive implementation strategy to support CBT delivery at high schools in Michigan

A. Kilbourne, D. Almirall, Shawna N. Smith, 2022, Implementation Science.

SMART BINARY SMART Binary: New Sample Size Planning Resources For SMART Studies with Binary Outcome Measurements

John J. Dziak, D. Almirall, W. Dempsey, 2022 .

Accounting for Context in Randomized Trials after Assignment

D. Hedeker, D. Almirall, N. Duan, 2022, Prevention Science.

Reengaging veterans with serious mental illness into care: preliminary results from a national randomized trial.

David E. Goodrich, Kristina M. Nord, Nicholas W. Bowersox, 2015, Psychiatric services.

Piloting a Sequential, Multiple Assignment, Randomized Trial for Mothers with Attention-Deficit/Hyperactivity Disorder and Their At-Risk Young Children.

D. Almirall, M. Stein, A. Chronis-Tuscano, 2019, Journal of child and adolescent psychopharmacology.

Do improvements in substance use and mental health symptoms during treatment translate to long-term outcomes in the opposite domain?

D. Almirall, D. McCaffrey, B. Griffin, 2014, Journal of substance abuse treatment.

Effectiveness of treatment for adolescent substance use: is biological drug testing sufficient?

Megan S. Schuler, D. Almirall, D. McCaffrey, 2014, Journal of studies on alcohol and drugs.

Length of stay after infant heart surgery is related to cognitive outcome at age 8 years

D. Almirall, D. Wypij, J. Newburger, 2003 .

Cognitive behavior therapy augmentation of pharmacotherapy in pediatric obsessive-compulsive disorder: the Pediatric OCD Treatment Study II (POTS II) randomized controlled trial.

D. Almirall, E. Foa, M. Franklin, 2011, JAMA.

Adaptive Interventions in Child and Adolescent Mental Health

Daniel Almirall, Andrea Chronis-Tuscano, D. Almirall, 2016, Journal of clinical child and adolescent psychology : the official journal for the Society of Clinical Child and Adolescent Psychology, American Psychological Association, Division 53.

Multitiered Systems of Support, Adaptive Interventions, and SMART Designs

Nathan H. Clemens, Christian T. Doabler, D. Almirall, 2021, Exceptional children.

To Prompt or Not to Prompt? A Microrandomized Trial of Time-Varying Push Notifications to Increase Proximal Engagement With a Mobile Health App

Inbal Nahum-Shani, Daniel Almirall, Niranjan Bidargaddi, 2018, JMIR mHealth and uHealth.

protocolThe implementation of a translational study involving a primary care based behavioral program to improve blood pressure control : The HTN-IMPROVE study protocol ( 01295 )

D. Almirall, B. Weiner, S. Lee, 2015 .

Effects of two weight-loss diets on health-related quality of life

D. Almirall, W. Yancy, M. Maciejewski, 2009, Quality of Life Research.

SMART longitudinal analysis: A tutorial for using repeated outcome measures from SMART studies to compare adaptive interventions.

Inbal Nahum-Shani, James R McKay, Daniel Almirall, 2020, Psychological methods.

Cluster randomized adaptive implementation trial comparing a standard versus enhanced implementation intervention to improve uptake of an effective re-engagement program for patients with serious mental illness

David E. Goodrich, Kristina M. Nord, Nicholas W. Bowersox, 2013, Implementation Science.

Obesity prevention practices in early care and education settings: an adaptive implementation trial

Susan L. Johnson, D. Almirall, Dong Zhang, 2022, Implementation Science.

Change in Patient Outcomes After Augmenting a Low-level Implementation Strategy in Community Practices That Are Slow to Adopt a Collaborative Chronic Care Model

A. Kilbourne, D. Almirall, Shawna N. Smith, 2019, Medical care.

Organizational culture and climate as moderators of enhanced outreach for persons with serious mental illness: results from a cluster-randomized trial of adaptive implementation strategies

David E. Goodrich, Kristen M. Abraham, A. Kilbourne, 2018, Implementation Science.

Enhancing outreach for persons with serious mental illness: 12-month results from a cluster randomized trial of an adaptive implementation strategy

Daniel Almirall, David E. Goodrich, Zongshan Lai, 2014, Implementation Science.

Predictors and moderators of treatment response in childhood anxiety disorders: results from the CAMS trial.

Golda S. Ginsburg, Sasha G. Aschenbrand, D. Almirall, 2014, Journal of consulting and clinical psychology.

Introduction to SMART designs for the development of adaptive interventions: with application to weight loss research

Susan A. Murphy, Inbal Nahum-Shani, Daniel Almirall, 2014, Translational behavioral medicine.

Optimization of behavioral dynamic treatment regimens based on the sequential, multiple assignment, randomized trial (SMART)

Inbal Nahum-Shani, Daniel Almirall, Linda M Collins, 2014, Clinical trials.

The BestFIT trial: A SMART approach to developing individualized weight loss treatments.

D. Almirall, N. Sherwood, R. Jeffery, 2016, Contemporary clinical trials.

Dietary Saturated Fat Intake Is Negatively Associated With Weight Maintenance Among the PREMIER Participants

D. Almirall, S. Grambow, P. Lin, 2012, Obesity.

Structural Nested Mean Models for Assessing Time‐Varying Effect Moderation

Daniel Almirall, Susan A Murphy, S. Murphy, 2010, Biometrics.

Q-learning: a data analysis method for constructing adaptive interventions.

Inbal Nahum-Shani, Susan A Murphy, Daniel Almirall, 2012, Psychological methods.

Trajectories of change in youth anxiety during cognitive-behavior therapy.

Golda S. Ginsburg, Sasha G. Aschenbrand, D. Almirall, 2015, Journal of consulting and clinical psychology.

Experimental Designs for Research on Adaptive Interventions: Singly and Sequentially Randomized Trials

Inbal Nahum-Shani, Daniel Almirall, Lu Wang, 2018 .

SMART Design Issues and the Consideration of Opposing Outcomes: Discussion of "Evaluation of Viable Dynamic Treatment Regimes in a Sequentially Randomized Trial of Advanced Prostate Cancer" by by Wang, Rotnitzky, Lin, Millikan, and Thall.

Daniel Almirall, Susan A Murphy, Daniel J Lizotte, 2012, Journal of the American Statistical Association.

Sample size considerations for comparing dynamic treatment regimens in a sequential multiple-assignment randomized trial with a continuous longitudinal outcome

Nicholas J Seewald, Kelley M Kidwell, Inbal Nahum-Shani, 2018, Statistical methods in medical research.

Comparing cluster-level dynamic treatment regimens using sequential, multiple assignment, randomized trials: Regression estimation and sample size considerations

Daniel Almirall, Timothy NeCamp, Amy Kilbourne, 2016, Statistical methods in medical research.

Comparing dynamic treatment regimes using repeated‐measures outcomes: modeling considerations in SMART studies

Inbal Nahum-Shani, Xi Lu, William E. Pelham, 2016, Statistics in medicine.

Lung Cancer Screening and Smoking Cessation Clinical Trials. SCALE (Smoking Cessation within the Context of Lung Cancer Screening) Collaboration

Alexander J. Rothman, D. Almirall, B. Lindgren, 2018, American journal of respiratory and critical care medicine.

Estimating time-varying causal excursion effect in mobile health with binary outcomes.

Daniel Almirall, Predrag Klasnja, Susan A Murphy, 2019, Biometrika.

SMI life goals: description of a randomized trial of a collaborative care model to improve outcomes for persons with serious mental illness.

Daniel Almirall, David E. Goodrich, Zongshan Lai, 2014, Contemporary clinical trials.

TREE-BASED REINFORCEMENT LEARNING FOR ESTIMATING OPTIMAL DYNAMIC TREATMENT REGIMES.

Daniel Almirall, Lu Wang, Yebin Tao, 2018, The annals of applied statistics.

Structural nested models

S. Murphy, D. Almirall, J. Haro, 2010 .

E-cient A-Learning for Dynamic Treatment Regimes: A Handout

Susan A. Murphy, Lacey Gunter, Daniel Almirall, 2005 .

Lung Cancer Screening and Smoking Cessation Clinical Trials: SCALE Collaboration.

Alexander J. Rothman, D. Almirall, B. Lindgren, 2017 .

Developing Optimized Adaptive Interventions in Education

Inbal Nahum-Shani, Daniel Almirall, Connie Kasari, 2018, Journal of research on educational effectiveness.

A Pilot SMART for Developing an Adaptive Treatment Strategy for Adolescent Depression

Daniel Almirall, Susan Murphy, Laura Mufson, 2016, Journal of clinical child and adolescent psychology : the official journal for the Society of Clinical Child and Adolescent Psychology, American Psychological Association, Division 53.

Adoption of opioid-prescribing guidelines in primary care: a realist synthesis of contextual factors

Roberta A. Johnson, D. Almirall, C. Stephenson, 2021, BMJ Open.

Estimating the causal effects of cumulative treatment episodes for adolescents using marginal structural models and inverse probability of treatment weighting.

Daniel Almirall, Beth Ann Griffin, Lane F Burgette, 2014, Drug and alcohol dependence.

Assessing the Total Effect of Time-Varying Predictors in Prevention Research

S. Murphy, D. Almirall, D. Lynam, 2006, Prevention Science.

Improving Physical Health in Patients With Chronic Mental Disorders: Twelve-Month Results From a Randomized Controlled Collaborative Care Trial.

David E. Goodrich, Kristina M. Nord, A. Kilbourne, 2017, The Journal of clinical psychiatry.

Chasing Balance and Other Recommendations for Improving Nonparametric Propensity Score Models

Daniel Almirall, Daniel F. McCaffrey, Beth Ann Griffin, 2017, Journal of causal inference.

(When) Is More Better? Comparative Effectiveness of External Vs External+Internal Facilitation on Site‐Level Uptake of a Collaborative Care Model in Community‐Based Practices That Are Slow to Adopt

A. Kilbourne, D. Almirall, Shawna N. Smith, 2020 .

Subgroups Analysis when Treatment and Moderators are Time-varying

S. Murphy, D. Almirall, D. McCaffrey, 2013, Prevention Science.

SMARTer discontinuation trial designs for developing an adaptive treatment strategy.

S. Murphy, D. Almirall, S. Compton, 2012, Journal of child and adolescent psychopharmacology.

Self-relevant appeals to engage in self-monitoring of alcohol use: A microrandomized trial.

John J. Dziak, D. Almirall, C. Yoon, 2022, Psychology of addictive behaviors : journal of the Society of Psychologists in Addictive Behaviors.

Erratum to: Subgroups Analysis when Treatment and Moderators are Time-varying

S. Murphy, D. Almirall, D. McCaffrey, 2013, Prevention Science.

Getting SMART About Social Skills Interventions for Students With ASD in Inclusive Classrooms

D. Almirall, C. Kasari, W. Shih, 2021, Exceptional Children.

Life Goals : Description of a Randomized Trial of a Collaborative Care Model to Improve Outcomes for Persons with Serious Mental Illness

David E. Goodrich, Kristina M. Nord, A. Kilbourne, 2014 .

Personalized Treatment of Mothers With ADHD and Their Young At-Risk Children: A SMART Pilot

D. Almirall, M. Stein, A. Chronis-Tuscano, 2016, Journal of clinical child and adolescent psychology : the official journal for the Society of Clinical Child and Adolescent Psychology, American Psychological Association, Division 53.

SAS PROC QLEARN Users’ Guide (Version 1.0)

Susan A. Murphy, Daniel Almirall, John J Dziak, 2012 .

Sequential Multiple Assignment Randomized Trial (SMART)

Daniel Almirall, D. Almirall, 2018, Wiley StatsRef: Statistics Reference Online.

Sequential, Multiple Assignment, Randomized Trial Designs.

D. Almirall, K. Kidwell, 2023, JAMA.

Optimizing Longitudinal Tobacco Cessation Treatment in Lung Cancer Screening

Alexander J. Rothman, D. Almirall, B. Lindgren, 2023, JAMA network open.

Linear Mixed Models for Comparing Dynamic Treatment Regimens on a Longitudinal Outcome in Sequentially Randomized Trials.

Inbal Nahum-Shani, Daniel Almirall, Connie Kasari, 2019, 1910.10078.

Sequential Multiple Assignment Randomized Trial (SMART)

D. Almirall, David M. Vock, 2018, Wiley StatsRef: Statistics Reference Online.

Sequential, Multiple Assignment, Randomized Trials (SMART)

Nicholas J. Seewald, D. Almirall, Olivia Hackworth, 2021, Principles and Practice of Clinical Trials.

Main outcomes of M-bridge: A sequential multiple assignment randomized trial (SMART) for developing an adaptive preventive intervention for college drinking.

Megan E. Patrick, M. Larimer, D. Almirall, 2021, Journal of consulting and clinical psychology.

Estimating tree‐based dynamic treatment regimes using observational data with restricted treatment sequences

D. Almirall, Nina Zhou, Lucia Wang, 2022, Biometrics.

Implementation Science Open Access Study Protocol

D. Almirall, B. Weiner, S. Lee, 2022 .

The implementation of a translational study involving a primary care based behavioral program to improve blood pressure control: The HTN-IMPROVE study protocol (01295)

D. Almirall, B. Weiner, S. Lee, 2010, Implementation science : IS.

Experimental design and primary data analysis methods for comparing adaptive interventions.

S. Murphy, D. Almirall, Min Qian, 2012, Psychological methods.

Correction: Primary aim results of a clustered SMART for developing a school-level, adaptive implementation strategy to support CBT delivery at high schools in Michigan

A. Kilbourne, D. Almirall, Shawna N. Smith, 2022, Implementation Science.

A Pilot SMART for Developing an Adaptive Treatment Strategy for Adolescent Depression

S. Murphy, D. Almirall, Meredith Gunlicks-Stoessel, 2016, Journal of clinical child and adolescent psychology : the official journal for the Society of Clinical Child and Adolescent Psychology, American Psychological Association, Division 53.

Approaches to Statistical Efficiency when comparing the embedded adaptive interventions in a SMART

D. Almirall, Timothy Lycurgus, Amy Kilbourne, 2023, 2304.09725.

Sample size considerations for comparing dynamic treatment regimens in a sequential multiple-assignment randomized trial with a continuous longitudinal outcome

Nicholas J. Seewald, D. Almirall, J. McKay, 2018, Statistical methods in medical research.

A Data Analysis Method for Using Longitudinal Binary Outcome Data from a SMART to Compare Adaptive Interventions

Inbal Nahum-Shani, James R McKay, Daniel Almirall, 2019, Multivariate behavioral research.

Rejoinder: 'Estimating time-varying causal excursion effects in mobile health with binary outcomes'.

S. Murphy, P. Klasnja, D. Almirall, 2021, Biometrika.

Q-learning: a data analysis method for constructing adaptive interventions.

S. Murphy, D. Almirall, Min Qian, 2012, Psychological methods.