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The Lasso estimate for linear regression parameters can be interpreted as a Bayesian posterior mode estimate when the priors on the regression parameters are independent double-exponential (Laplace)â€¦ (More)

- Luiz F. W. Roesch, Roberta R. Fulthorpe, +7 authors Eric W. Triplett
- The ISME Journal
- 2007

Estimates of the number of species of bacteria per gram of soil vary between 2000 and 8.3 million (Gans et al., 2005; Schloss and Handelsman, 2006). The highest estimate suggests that the number mayâ€¦ (More)

Your use of the JSTOR archive indicates your acceptance of JSTOR's Terms and Conditions of Use, available at http://www.jstor.org/about/terms.html. JSTOR's Terms and Conditions of Use provides, inâ€¦ (More)

Penalized regression methods for simultaneous variable selection and coefficient estimation, especially those based on the lasso of Tibshirani (1996), have received a great deal of attention inâ€¦ (More)

- Volker Mai, Christopher Michael Young, +8 authors Josef Neu
- PloS one
- 2011

Intestinal luminal microbiota likely contribute to the etiology of necrotizing enterocolitis (NEC), a common disease in preterm infants. Microbiota development, a cascade of initial colonizationâ€¦ (More)

- Christopher L. T. Brown, Austin G. Davis-Richardson, +16 authors Eric W. Triplett
- PloS one
- 2011

Recent studies have suggested a bacterial role in the development of autoimmune disorders including type 1 diabetes (T1D). Over 30 billion nucleotide bases of Illumina shotgun metagenomic data wereâ€¦ (More)

A novel fully automatic Bayesian procedure for variable selection in normal regression models is proposed, along with computational strategies for model posterior evaluation. A stochastic searchâ€¦ (More)

- Chang-Xing Ma, George Casella, Rongling Wu
- Genetics
- 2002

Unlike a character measured at a finite set of landmark points, function-valued traits are those that change as a function of some independent and continuous variable. These traits, also calledâ€¦ (More)

- Adriana Giongo, Kelsey Annette Gano, +15 authors Eric W. Triplett
- The ISME Journal
- 2011

Several studies have shown that gut bacteria have a role in diabetes in murine models. Specific bacteria have been correlated with the onset of diabetes in a rat model. However, it is unknown whetherâ€¦ (More)

It has long been known that for the comparison of pairwise nested models, a decision based on the Bayes factor produces a consistent model selector (in the frequentist sense). Here we go beyond theâ€¦ (More)