scholarly journals VARAN: a web server for Variability Analysis of DNA microarray experiments

2004 ◽  
Vol 20 (10) ◽  
pp. 1641-1643 ◽  
Author(s):  
G. Golfier ◽  
M. T. Dang ◽  
L. Dauphinot ◽  
E. Graison ◽  
J. Rossier ◽  
...  
Author(s):  
ANDRÉ FUJITA ◽  
JOÃO R. SATO ◽  
FERNANDO H.L. DA SILVA ◽  
MARIA C. GALVÃO ◽  
MARI C. SOGAYAR ◽  
...  

2004 ◽  
Vol 506 (2) ◽  
pp. 117-125 ◽  
Author(s):  
Keith Baggerly ◽  
Rahul Mitra ◽  
Rachel Grier ◽  
Dina Medhane ◽  
Guillermina Lozano ◽  
...  

Methods ◽  
2005 ◽  
Vol 37 (3) ◽  
pp. 261-273 ◽  
Author(s):  
Travis Unger ◽  
Zeljka Korade ◽  
Orly Lazarov ◽  
David Terrano ◽  
Sangram S. Sisodia ◽  
...  

2010 ◽  
Vol 52 (1) ◽  
pp. 169-180 ◽  
Author(s):  
Eriko Sasaki ◽  
Chitose Takahashi ◽  
Tadao Asami ◽  
Yukihisa Shimada

Mathematics ◽  
2020 ◽  
Vol 8 (9) ◽  
pp. 1514
Author(s):  
Elisa C. J. Maria ◽  
Isabel Salazar ◽  
Luis Sanz ◽  
Miguel A. Gómez-Villegas

Many experiments require simultaneously testing many hypotheses. This is particularly relevant in the context of DNA microarray experiments, where it is common to analyze many genes to determine which of them are differentially expressed under two conditions. Another important problem in this context is how to model the dependence at the level of gene expression. In this paper, we propose a Bayesian procedure for simultaneously testing multiple hypotheses, modeling the dependence through copula functions, where all available information, both objective and subjective, can be used. The approach has the advantage that it can be used with different dependency structures. Simulated data analysis was performed to examine the performance of the proposed approach. The results show that our procedure captures the dependence appropriately classifying adequately a high percentage of true and false null hypotheses when choosing a prior distribution beta skewed to the right for the initial probability of each null hypothesis, resulting in a very powerful procedure. The procedure is also illustrated with real data.


2008 ◽  
Vol 36 (Web Server) ◽  
pp. W35-W41 ◽  
Author(s):  
M. Garcia-Boronat ◽  
C. M. Diez-Rivero ◽  
E. L. Reinherz ◽  
P. A. Reche

Biometrics ◽  
2002 ◽  
Vol 58 (4) ◽  
pp. 701-717 ◽  
Author(s):  
Danh V. Nguyen ◽  
A. Bulak Arpat ◽  
Naisyin Wang ◽  
Raymond J. Carroll

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