Statistical Inference of Cell-type Proportions Estimated from Bulk Expression Data

IF 3 1区数学 Q1 STATISTICS & PROBABILITY

Journal of the American Statistical Association Pub Date : 2024-07-23 DOI:10.1080/01621459.2024.2382435

Biao Cai, Emma Jingfei Zhang, Hongyu Li, Chang Su, Hongyu Zhao

引用次数: 0

Abstract

There is a growing interest in cell-type-specific analysis from bulk samples with a mixture of different cell types. A critical first step in such analyses is the accurate estimation of cell-type p...

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从大量表达数据估算细胞类型比例的统计推断

人们对从混合了不同细胞类型的大量样本中进行细胞类型特异性分析的兴趣与日俱增。此类分析的第一步是准确估算细胞类型的特异性。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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来源期刊

Journal of the American Statistical Association 数学-统计学与概率论

CiteScore

7.50

自引率

8.10%

发文量

168

审稿时长

12 months

期刊介绍： Established in 1888 and published quarterly in March, June, September, and December, the Journal of the American Statistical Association ( JASA ) has long been considered the premier journal of statistical science. Articles focus on statistical applications, theory, and methods in economic, social, physical, engineering, and health sciences. Important books contributing to statistical advancement are reviewed in JASA . JASA is indexed in Current Index to Statistics and MathSci Online and reviewed in Mathematical Reviews. JASA is abstracted by Access Company and is indexed and abstracted in the SRM Database of Social Research Methodology.