Daniel Almirall

Best Publications

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

  Daniel F. McCaffrey;Beth Ann Griffin;Daniel Almirall;Mary Ellen Slaughter

  1526
  Citations

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

  Predrag Klasnja;Eric B. Hekler;Saul Shiffman;Audrey Boruvka

  673
  Citations

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

  Connie Kasari;Ann Kaiser;Kelly Goods;Jennifer Nietfeld

  488
  Citations

• Cognitive Behavior Therapy Augmentation of Pharmacotherapy in Pediatric Obsessive-Compulsive Disorder: The Pediatric OCD Treatment Study II (POTS II) Randomized Controlled Trial

  Martin E. Franklin;Jeffrey Sapyta;Jennifer B. Freeman;Muniya Khanna

  328
  Citations

• Experimental Design and Primary Data Analysis Methods for Comparing Adaptive Interventions.

  Inbal Nahum-Shani;Min Qian;Daniel Almirall;William E. Pelham

  322
  Citations

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

  Daniel Almirall;Scott N. Compton;Meredith L Gunlicks-Stoessel;Naihua Duan

  252
  Citations

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

  Linda M Collins;Inbal Nahum-Shani;Daniel Almirall

  213
  Citations

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

  Inbal Nahum-Shani;Min Qian;Daniel Almirall;William E. Pelham

  201
  Citations

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

  Niranjan Bidargaddi;Daniel Almirall;Susan Murphy;Inbal Nahum-Shani

  187
  Citations

• Assessing Time-Varying Causal Effect Moderation in Mobile Health

  Audrey Boruvka;Daniel Almirall;Katie Witkiewitz;Susan A. Murphy

  165
  Citations

• 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

  Amy M Kilbourne;Daniel Almirall;Daniel Eisenberg;Jeanette Waxmonsky

  161
  Citations

• 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

  Amy M Kilbourne;Kristen M Abraham;David E Goodrich;Nicholas W Bowersox

  123
  Citations

• Structural Nested Mean Models for Assessing Time-Varying Effect Moderation

  Daniel Almirall;Daniel Almirall;Thomas Ten Have;Susan A. Murphy

  94
  Citations

• Sequential, Multiple Assignment, Randomized Trial Designs

  Unknown

  89
  Citations

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

  Claude M. Setodji;Daniel F. McCaffrey;Lane F. Burgette;Daniel Almirall

  54
  Citations

• Tree-based reinforcement learning for estimating optimal dynamic treatment regimes

  Yebin Tao;Lu Wang;Daniel Almirall

  52
  Citations

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

  Tianchen Qian;Hyesun Yoo;Predrag Klasnja;Daniel Almirall

  48
  Citations

• 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 Cluster Randomized Implementation Trial.

  Shawna N. Smith;Daniel Almirall;Katherine Prenovost;Celeste Liebrecht

  44
  Citations

• A SMART Data Analysis Method for Constructing Adaptive Treatment Strategies for Substance Use Disorders

  Inbal Nahum-Shani;Ashkan Ertefaie;Xi Lucy Lu;Kevin G. Lynch

  43
  Citations

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

  Amy M Kilbourne;Daniel Almirall;David E Goodrich;Zongshan Lai

  42
  Citations