Hierarchical Bayesian Approach to Phase II Trials in Diseases with Multiple Subtypes
View Presentation *J. Kyle Wathen, Johnson & Johnson Keywords: Bayesian, Hierarchical, multiple subtype We propose a methodology for conducting a phase II clinical trials in a setting where the disease is categorized into multiple subtypes and the primary outcome is binary. The hierarchical model, which is tailored to each particular application, allows treatment effects to differ across subtypes while assuming a priori that the effects are exchangeable and correlated. We describe an application to a trial for sarcoma in which the treatment activity is characterized by tumor response. The application illustrates how the hierarchical Bayesian model borrows across subtypes. In addition, we present several illustrative examples to demonstrate how the methodology differs from other approaches. A demonstration of the software used to simulate this design is presented.
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Key Dates
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April 30 - May 22, 2013
Invited Abstract Submission Open -
June 4, 2013
Online Registration Opens -
August 9 - August 23, 2013
Invited Abstract Editing -
August 23, 2013
Short Course materials due from Instructors -
August 26, 2013
Housing Deadline -
September 9, 2013
Cancellation Deadline and Registration Closes @ 11:59 pm EDT -
September 16 - September 18, 2013
Marriott Wardman Park, Washington, DC