Statistical design and the analysis of gene expression microarray data 论文

2001Genetics Research引用 502顶会
Gene expression and cancer classificationEvolutionary Algorithms and ApplicationsGenetic Mapping and Diversity in Plants and Animals

详细信息

发表期刊/会议
Genetics Research
发表日期
2001-02-01
发表年份
2001

关键词

Gene expression and cancer classificationEvolutionary Algorithms and ApplicationsGenetic Mapping and Diversity in Plants and Animals

摘要

Gene expression microarrays are an innovative technology with enormous promise to help geneticists explore and understand the genome. Although the potential of this technology has been clearly demonstrated, many important and interesting statistical questions persist. We relate certain features of microarrays to other kinds of experimental data and argue that classical statistical techniques are appropriate and useful. We advocate greater attention to experimental design issues and a more prominent role for the ideas of statistical inference in microarray studies.