Profiling time course expression of virus genes -- an illustration of Bayesian inference under shape restrictions

DOI10.1214/09-AOAS258zbMath1185.62186arXiv1009.5785OpenAlexW3102035607MaRDI QIDQ965124

Chi-Chung Wen, Li-Chu Chien, Chao A. Hsiung, Yuh-Jenn Wu, Shih Sheng Jiang, I.-Shou Chang, Pramod Kumar Gupta

Publication date: 21 April 2010

Published in: The Annals of Applied Statistics (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1009.5785

zbMATH Keywords

Bernstein polynomialsMarkov chain Monte Carlobaculovirusmicroarray experimentsgenome-wide expression profileshape restricted regression

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10) Bayesian inference (62F15) Biochemistry, molecular biology (92C40) Systems biology, networks (92C42)

Related Items (2)

A variable selection approach to monotonic regression with Bernstein polynomials ⋮ Profiling time course expression of virus genes -- an illustration of Bayesian inference under shape restrictions

Uses Software

• BayesDA

Cites Work

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• Bayesian Semiparametric Isotonic Regression for Count Data
• Point Estimates of Ordinates of Concave Functions

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