Statistical inference via convex optimization /

Bibliographic Details
Main Authors: Juditsky, Anatoli, 1962- (Author), Nemirovskiĭ, A. S. (Arkadiĭ Semenovich) (Author)
Corporate Author: JSTOR (Organization)
Format: eBook
Language:English
Published: Princeton, New Jersey : Princeton University Press, [2020]
Series:Princeton series in applied mathematics.
Subjects:
Online Access:Connect to the full text of this electronic book
Table of Contents:
  • On computational tractability
  • Sparse recovery via ℓ₁ minimization
  • Hypothesis testing
  • From hypothesis testing to estimating functionals
  • Signal recovery by linear estimation
  • Signal recovery beyond linear estimates
  • Solutions to selected exercises.