Assessment of cell number for a multinomial distribution with application to genomic data
文献类型：期刊论文
| 作者 | Li, Qizhai ; Li, Guoying; Xiong, Shifeng
|
| 刊名 | METRIKA
 |
| 出版日期 | 2010-03-01 |
| 卷号 | 71期号:2页码:151-164 |
| 关键词 | Multinomial distribution Quadratic programming Gene expression Expression abundance Expression sequence tags |
| ISSN号 | 0026-1335 |
| DOI | 10.1007/s00184-008-0223-2 |
| 英文摘要 | 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. |
| 资助项目 | Chinese Academy of Sciences[30465W0] ; Chinese Academy of Sciences[30475V0] |
| WOS研究方向 | Mathematics |
| 语种 | 英语 |
| WOS记录号 | WOS:000273950200003 |
| 出版者 | SPRINGER HEIDELBERG |
| 源URL | [http://ir.amss.ac.cn/handle/2S8OKBNM/9365]  |
| 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. |
入库方式： OAI收割
来源：数学与系统科学研究院
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