Statistical inferences based on outliers for gene expression analysis

• Published in: Journal of statistical planning and inference Vol. 187; pp. 130 - 142
• Main Authors: Lai, Yi-Hsuan, Chen, Hung-Chia, Chen, Lin-An, Chen, Dung-Tsa, Hung, Hui-Nien
• Format: Journal Article
• Language: English
• Published: Elsevier B.V 01.08.2017
• Subjects: Gene expression analysis; Linear outlier mean; Linear regression; Outlier least squares estimator; Outlier mean; Outlier mean; Gene expression analysis; Outlier least squares estimator; Linear regression; Linear outlier mean

Discovering differential genes through the detection of outliers in samples from disease group subjects is a new and important approach for gene expression analysis. Extending the outlier mean of Chen et al. (2010a), we develop the asymptotic distributions of the outlier least squares estimator (LSE...