Assessment of cell number for a multinomial distribution with application to genomic data

doi:10.1007/s00184-008-0223-2

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	Assessment of cell number for a multinomial distribution with application to genomic data
	Li, Qizhai; Li, Guoying; Xiong, Shifeng
	2010-03-01
发表期刊	METRIKA
ISSN	0026-1335
卷号	71 期号:2 页码:151-164
摘要	We consider inference procedures for cell number assessment of a multinomial distribution using the least square principle and quadratic programming. We establish the consistency of the estimators under regularity conditions. Simulation results show that our approach yields a more accurate estimate than the often-used naive estimator. We also demonstrate the proposed methodology via two genomic data sets.
关键词	Multinomial distribution Quadratic programming Gene expression Expression abundance Expression sequence tags
DOI	10.1007/s00184-008-0223-2
语种	英语
资助项目	Chinese Academy of Sciences[30465W0] ; Chinese Academy of Sciences[30475V0]
WOS研究方向	Mathematics
WOS类目	Statistics & Probability
WOS记录号	WOS:000273950200003
出版者	SPRINGER HEIDELBERG
引用统计
文献类型	期刊论文
条目标识符	http://ir.amss.ac.cn/handle/2S8OKBNM/9366
专题	系统科学研究所
通讯作者	Li, Qizhai
作者单位	Chinese Acad Sci, Acad Math & Syst Sci, Beijing, Peoples R China
推荐引用方式 GB/T 7714	Li, Qizhai,Li, Guoying,Xiong, Shifeng. Assessment of cell number for a multinomial distribution with application to genomic data[J]. METRIKA,2010,71(2):151-164.
APA	Li, Qizhai,Li, Guoying,&Xiong, Shifeng.(2010).Assessment of cell number for a multinomial distribution with application to genomic data.METRIKA,71(2),151-164.
MLA	Li, Qizhai,et al."Assessment of cell number for a multinomial distribution with application to genomic data".METRIKA 71.2(2010):151-164.