An OLS-based predictor test for a single-index model for predicting transcription rate from histone acetylation level

In this work a simultaneous procedure of selection of transcription factor binding motif scores and histone acetylation levels important to the transcription rates of genes is proposed for a single-index model. Multiple simulation studies confirm the theory of the proposed method. The method is illustrated using a real data set for histone acetylation of yeast.

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Year of publication:	2009
Authors:	Yoo, Jae Keun ; Patterson, Becky S. ; Datta, Susmita
Published in:	Statistics & Probability Letters. - Elsevier, ISSN 0167-7152. - Vol. 79.2009, 20, p. 2109-2114
Publisher:	Elsevier

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Type of publication:	Article
Source:	RePEc - Research Papers in Economics

Persistent link: https://www.econbiz.de/10008474330