An exploration of aspects of Bayesian multiple testing
Publication
, Journal Article
Scott, JG; Berger, JO
Published in: Journal of Statistical Planning and Inference
July 1, 2006
There has been increased interest of late in the Bayesian approach to multiple testing (often called the multiple comparisons problem), motivated by the need to analyze DNA microarray data in which it is desired to learn which of potentially several thousand genes are activated by a particular stimulus. We study the issue of prior specification for such multiple tests; computation of key posterior quantities; and useful ways to display these quantities. A ecision-theoretic approach is also considered. © 2005 Elsevier B.V. All rights reserved.
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Published In
Journal of Statistical Planning and Inference
DOI
ISSN
0378-3758
Publication Date
July 1, 2006
Volume
136
Issue
7 SPEC. ISS.
Start / End Page
2144 / 2162
Related Subject Headings
- Statistics & Probability
- 4905 Statistics
- 0104 Statistics
Citation
APA
Chicago
ICMJE
MLA
NLM
Scott, J. G., & Berger, J. O. (2006). An exploration of aspects of Bayesian multiple testing. Journal of Statistical Planning and Inference, 136(7 SPEC. ISS.), 2144–2162. https://doi.org/10.1016/j.jspi.2005.08.031
Scott, J. G., and J. O. Berger. “An exploration of aspects of Bayesian multiple testing.” Journal of Statistical Planning and Inference 136, no. 7 SPEC. ISS. (July 1, 2006): 2144–62. https://doi.org/10.1016/j.jspi.2005.08.031.
Scott JG, Berger JO. An exploration of aspects of Bayesian multiple testing. Journal of Statistical Planning and Inference. 2006 Jul 1;136(7 SPEC. ISS.):2144–62.
Scott, J. G., and J. O. Berger. “An exploration of aspects of Bayesian multiple testing.” Journal of Statistical Planning and Inference, vol. 136, no. 7 SPEC. ISS., July 2006, pp. 2144–62. Scopus, doi:10.1016/j.jspi.2005.08.031.
Scott JG, Berger JO. An exploration of aspects of Bayesian multiple testing. Journal of Statistical Planning and Inference. 2006 Jul 1;136(7 SPEC. ISS.):2144–2162.
Published In
Journal of Statistical Planning and Inference
DOI
ISSN
0378-3758
Publication Date
July 1, 2006
Volume
136
Issue
7 SPEC. ISS.
Start / End Page
2144 / 2162
Related Subject Headings
- Statistics & Probability
- 4905 Statistics
- 0104 Statistics