Sentence examples for independence screening from inspiring English sources

Emphasis is given to penalized likelihood methods, independence screening, large covariance modeling, and large-scale hypothesis testing.

Extrapolation to regression uncovers a close link to sure independence screening, which is a recently proposed technique for variable selection in ultra-high dimensional feature spaces.

The iterative sure independence screening (ISIS) is a popular method in selecting important variables while maintaining most of the informative variables relevant to the outcome in high throughput data.

Thus, to design effective statistical procedures for the exploration and prediction in this context, new needs will be identified, aside classical issues such as heterogeneity, noise accumulation, spurious correlations [23], incidental endogeneity [39], and [26], and sure independence screening [25], Hall and Miller [32, 33], and [12].

The genes were filtered according to sure independence screening (SIS), i.e. all genes were ranked according to the Pearson correlation coefficient between its gene expression and resistance index.

The sure independence screening (Fan and Lv 2008) works very well for such a strikingly simple method.

The studio has not screened "Independence Day: Resurgence" for critics, whose reviews could help get people to theaters.

The model-independence of this approach makes it suitable for "screening" fMRI data for brain activation that may have unanticipated timing.

The next televised clash between Alex Salmond and Alistair Darling on Scottish independence is to be screened live across the UK later this month.

Gene expression screening focused attention onto Bim and Bmf, compatible with the p53 independence of the apoptosis.

Moreover, potential participants were screened for daily living independence ability using the Lawton and Brody 18 questionnaire.