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Article
Modelling Placebo Response via Infinite Mixtures
JP Journal of Biostatistics
  • Thaddeus Tarpey, Wright State University - Main Campus
  • Eva Petkova
Document Type
Article
Publication Date
6-1-2010
Abstract
Non-specific treatment response, also known as placebo response, is ubiquitous in the treatment of mental illness, particularly in treating depression. The study of placebo effect is complicated because the factors that constitute non-specific treatment effects are latent and not directly observed. A flexible infinite mixture model is introduced to model these nonspecific treatment effects. The infinite mixture model stipulates that the non-specific treatment effects are continuous and this is contrasted with a finite mixture model that is based on the assumption that the non-specific treatment effects are discrete. Data from a depression clinical trial is used to illustrate the model and to study the evolution of the placebo effect over the course of treatment.
Citation Information
Thaddeus Tarpey and Eva Petkova. "Modelling Placebo Response via Infinite Mixtures" JP Journal of Biostatistics Vol. 4 Iss. 2 (2010) p. 161 - 179 ISSN: 0973-5143
Available at: http://works.bepress.com/thaddeus_tarpey/42/