Dr. Almirall develops methods used to form adaptive interventions, also known as dynamic treatment regimens. Adaptive interventions can be used to inform individualized treatment guidelines for the ongoing management of chronic illnesses or disorders such as anxiety, depression, autism, diabetes, obesity, or HIV/AIDS. Dr. Almirall works primarily on methods related to the design, execution, and analysis of sequential multiple assignment randomized trials.