Yongli Zhang,Xiaotong Shen
Yongli Zhang
For high-dimensional regression, the number of predictors may greatly exceed the sample size but only a small fraction of them are related to the response. Therefore, variable selection is inevitable, where consistent model selection is the...
Gene expression associations with the growth inhibitory effects of small molecules on live cells: specificity of effects and uniformity of mechanisms [0.03%]
小分子活细胞生长抑制作用与基因表达的相关性：效应的特异性和机制的一致性
Kerby Shedden,Yang Yang,Gus Rosania
Kerby Shedden
The NCI60 human tumor cell line screen is a public resource for studying selective and non-selective growth inhibition of small molecules against cancer cells. By coupling growth inhibition screening data with biological characterizations o...
Jennifer Clarke,Bertrand Clarke
Jennifer Clarke
In Prequential analysis, an inference method is viewed as a forecasting system, and the quality of the inference method is based on the quality of its predictions. This is an alternative approach to more traditional statistical methods that...