Related Books

Nonparametric Functional Estimation and Related Topics
Language: en
Pages: 732
Authors: George Roussas
Categories: Mathematics
Type: BOOK - Published: 1991-04-30 - Publisher: Springer Science & Business Media

DOWNLOAD EBOOK

About three years ago, an idea was discussed among some colleagues in the Division of Statistics at the University of California, Davis, as to the possibility o
Concentration Inequalities
Language: en
Pages: 492
Authors: Stéphane Boucheron
Categories: Mathematics
Type: BOOK - Published: 2013-02-07 - Publisher: OUP Oxford

DOWNLOAD EBOOK

Concentration inequalities for functions of independent random variables is an area of probability theory that has witnessed a great revolution in the last few
Mathematical Foundations of Infinite-Dimensional Statistical Models
Language: en
Pages: 706
Authors: Evarist Giné
Categories: Mathematics
Type: BOOK - Published: 2021-03-25 - Publisher: Cambridge University Press

DOWNLOAD EBOOK

In nonparametric and high-dimensional statistical models, the classical Gauss–Fisher–Le Cam theory of the optimality of maximum likelihood estimators and Ba
High Dimensional Probability II
Language: en
Pages: 491
Authors: Evarist Giné
Categories: Mathematics
Type: BOOK - Published: 2012-12-06 - Publisher: Springer Science & Business Media

DOWNLOAD EBOOK

High dimensional probability, in the sense that encompasses the topics rep resented in this volume, began about thirty years ago with research in two related ar
Decoupling
Language: en
Pages: 405
Authors: Victor de la Peña
Categories: Mathematics
Type: BOOK - Published: 2012-12-06 - Publisher: Springer Science & Business Media

DOWNLOAD EBOOK

A friendly and systematic introduction to the theory and applications. The book begins with the sums of independent random variables and vectors, with maximal i