Using an empirical binomial hierarchical Bayesian model as an alternative to analyzing data from multisite studies.

by: JM Hardin, BS Anderson, LL Woodby, MA Crawford, TV Russell

Evaluation review, Vol. 32, No. 2. (April 2008), pp. 143-156.

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Abstract

This article explores the statistical methodologies used in demonstration and effectiveness studies when the treatments are applied across multiple settings. The importance of evaluating and how to evaluate these types of studies are discussed. As an alternative to standard methodology, the authors of this article offer an empirical binomial hierarchical Bayesian model as a way to effectively evaluate multisite studies. An application of using the Bayesian model in a real-world multisite study is given.

@article{citeulike:2890452, abstract = {This article explores the statistical methodologies used in demonstration and effectiveness studies when the treatments are applied across multiple settings. The importance of evaluating and how to evaluate these types of studies are discussed. As an alternative to standard methodology, the authors of this article offer an empirical binomial hierarchical Bayesian model as a way to effectively evaluate multisite studies. An application of using the Bayesian model in a real-world multisite study is given.}, address = {Department of Information Systems, Statistics, and Management Science, University of Alabama, Tuscaloosa, USA.}, author = {Hardin, J. M. and Anderson, B. S. and Woodby, L. L. and Crawford, M. A. and Russell, T. V. }, citeulike-article-id = {2890452}, doi = {http://dx.doi.org/10.1177/0193841X07303585}, issn = {0193-841X}, journal = {Evaluation review}, keywords = {rct}, month = {April}, number = {2}, pages = {143--156}, posted-at = {2008-06-13 05:38:20}, priority = {2}, title = {Using an empirical binomial hierarchical Bayesian model as an alternative to analyzing data from multisite studies.}, url = {http://dx.doi.org/10.1177/0193841X07303585}, volume = {32}, year = {2008} }

RIS record

TY - JOUR ID - citeulike:2890452 L3 - citeulike-article-id:2890452 TI - Using an empirical binomial hierarchical Bayesian model as an alternative to analyzing data from multisite studies. JF - Evaluation review VL - 32 IS - 2 SP - 143 EP - 156 AD - Department of Information Systems, Statistics, and Management Science, University of Alabama, Tuscaloosa, USA. SN - 0193-841X N2 - This article explores the statistical methodologies used in demonstration and effectiveness studies when the treatments are applied across multiple settings. The importance of evaluating and how to evaluate these types of studies are discussed. As an alternative to standard methodology, the authors of this article offer an empirical binomial hierarchical Bayesian model as a way to effectively evaluate multisite studies. An application of using the Bayesian model in a real-world multisite study is given. KW - rct AU - Hardin, JM AU - Anderson, BS AU - Woodby, LL AU - Crawford, MA AU - Russell, TV PY - 2008/04// UR - http://dx.doi.org/10.1177/0193841X07303585 ER -

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