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Filtering by: Creator Lim, Daniel Academic Affiliation Mathematics License Attribution 4.0 (CC BY 4.0)

Unexpected links reflect the noise in networks

Creator:

Yambartsev, Anatoly, Perlin, Michael A., Kovcehgov, Yevgeniy, Shulzhenko, Natalia, Mine, Karina L., Dong, Xiaoxi, and Morgun, Andrey

Abstract:

Gene regulatory networks are commonly used for modeling biological processes and revealing underlying molecular mechanisms. The reconstruction of gene regulatory networks from observational data is a challenging task, especially considering the large number of players (e.g. genes) involved and the small number of biological replicates available for analysis. Herein, we...

Resource Type:

Article

Full Text:

statistics. J Educ Behav Stat, 25(1), pp. 60-83, 2000. Benjamini, Yoav and Yekutieli, Daniel. The control