Statistical inferences based on outliers for gene expression analysis
Sign Up to like & getrecommendations! Published in 2017 at "Journal of Statistical Planning and Inference"
DOI: 10.1016/j.jspi.2017.02.012
Abstract: Abstract 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… read more here.
Keywords: statistical inferences; analysis; gene expression; expression analysis ... See more keywords
Semiparametric statistical inferences for longitudinal data with nonparametric covariance modelling
Sign Up to like & getrecommendations! Published in 2017 at "Statistics"
DOI: 10.1080/02331888.2017.1354861
Abstract: ABSTRACT In this paper, semiparametric modelling for longitudinal data with an unstructured error process is considered. We propose a partially linear additive regression model for longitudinal data in which within-subject variances and covariances of the… read more here.
Keywords: longitudinal data; statistical inferences; data nonparametric; inferences longitudinal ... See more keywords
Statistical inferences with jointly type-II censored samples from two Pareto distributions
Sign Up to like & getrecommendations! Published in 2017 at "Open Physics"
DOI: 10.1515/phys-2017-0064
Abstract: Abstract In the several fields of industries the product comes from more than one production line, which is required to work the comparative life tests. This problem requires sampling of the different production lines, then… read more here.
Keywords: statistical inferences; jointly type; censored samples; type censored ... See more keywords