High-dimensional statistics
by
Giraud, Christophe, author.
Title
:
High-dimensional statistics
Author
:
Giraud, Christophe, author.
ISBN
:
9780429173899
Physical Description
:
1 online resource
Series
:
Monographs on statistics & applied probability ; 139
Monographs on statistics & applied probability (Series) ; 139.
General Note
:
A Chapman and Hall Book.
Contents
:
1. Introduction -- 2. Model selection -- 3. Aggregation of estimators -- 4. Convex criteria -- 5. Estimator selection -- 6. Multivariate regression -- 7. Graphical models -- 8. Multiple testing -- 9. Supervised classification.
Subject Term
:
Dimensional analysis.
Multivariate analysis.
Big data.
Statistics.
Electronic Access
:
| Library | Material Type | Item Barcode | Shelf Number | [[missing key: search.ChildField.HOLDING]] | Status |
|---|
| Online Library | E-Book | 542162-1001 | QC20.7 .D55 G57 2015 | | CRC E-Books |