Mathematical Foundations of Infinite-Dimensional Statistical Models: Series Number 40 (Cambridge Series in Statistical and Probabilistic Mathematics, Series Number 40) - Softcover
Synopsis
Now in paperback: the new classic on the theory of statistical inference in statistical models with an infinite-dimensional parameter space.
"synopsis" may belong to another edition of this title.
About the Authors
Evarist Giné (1944–2015) was Head of the Department of Mathematics at the University of Connecticut. Giné was a distinguished mathematician who worked on mathematical statistics and probability in infinite dimensions. He was the author of two books and more than 100 articles.
Richard Nickl is Professor of Mathematical Statistics in the Statistical Laboratory within the Department of Pure Mathematics and Mathematical Statistics at the University of Cambridge.
"About this title" may belong to another edition of this title.
Other Popular Editions of the Same Title
Search results for Mathematical Foundations of Infinite-Dimensional Statistical...
Seller Image
Mathematical Foundations of Infinite-Dimensional Statistical Models
Published by
Cambridge University Press, 2021
ISBN 10: 110899413X
ISBN 13: 9781108994132
New
Softcover
Seller: GreatBookPrices, Columbia, MD, U.S.A.
Seller rating 5 out of 5 stars
Condition: New. Seller Inventory # 42469579-n
Stock Image
Mathematical Foundations of Infinite-Dimensional Statistical Models (Cambridge Series in Statistical and Probabilistic Mathematics, Series Number 40)
Published by
Cambridge University Press, 2021
ISBN 10: 110899413X
ISBN 13: 9781108994132
New
Softcover
Seller: Lucky's Textbooks, Dallas, TX, U.S.A.
Seller rating 5 out of 5 stars
Condition: New. Seller Inventory # ABLIING23Mar2317530289442
Seller Image
Mathematical Foundations of Infinite-Dimensional Statistical Models (Paperback or Softback)
Published by
Cambridge University Press 3/25/2021, 2021
ISBN 10: 110899413X
ISBN 13: 9781108994132
New
Paperback or Softback
Seller: BargainBookStores, Grand Rapids, MI, U.S.A.
Seller rating 5 out of 5 stars
Paperback or Softback. Condition: New. Mathematical Foundations of Infinite-Dimensional Statistical Models. Book. Seller Inventory # BBS-9781108994132
Stock Image
Mathematical Foundations of Infinite-Dimensional Statistical Models (Cambridge Series in Statistical and Probabilistic Mathematics, Series Number 40)
Published by
Cambridge University Press, 2021
ISBN 10: 110899413X
ISBN 13: 9781108994132
New
Softcover
Seller: California Books, Miami, FL, U.S.A.
Seller rating 5 out of 5 stars
Condition: New. Seller Inventory # I-9781108994132
Seller Image
Mathematical Foundations of Infinite-Dimensional Statistical Models
Published by
Cambridge University Press, 2021
ISBN 10: 110899413X
ISBN 13: 9781108994132
Used
Softcover
Seller: GreatBookPrices, Columbia, MD, U.S.A.
Seller rating 5 out of 5 stars
Condition: As New. Unread book in perfect condition. Seller Inventory # 42469579
Stock Image
Mathematical Foundations of Infinite-Dimensional Statistical Models (Paperback)
Published by
Cambridge University Press, Cambridge, 2021
ISBN 10: 110899413X
ISBN 13: 9781108994132
New
Paperback
Seller: Grand Eagle Retail, Bensenville, IL, U.S.A.
Seller rating 5 out of 5 stars
Paperback. Condition: new. Paperback. In nonparametric and high-dimensional statistical models, the classical GaussFisherLe Cam theory of the optimality of maximum likelihood estimators and Bayesian posterior inference does not apply, and new foundations and ideas have been developed in the past several decades. This book gives a coherent account of the statistical theory in infinite-dimensional parameter spaces. The mathematical foundations include self-contained 'mini-courses' on the theory of Gaussian and empirical processes, approximation and wavelet theory, and the basic theory of function spaces. The theory of statistical inference in such models - hypothesis testing, estimation and confidence sets - is presented within the minimax paradigm of decision theory. This includes the basic theory of convolution kernel and projection estimation, but also Bayesian nonparametrics and nonparametric maximum likelihood estimation. In a final chapter the theory of adaptive inference in nonparametric models is developed, including Lepski's method, wavelet thresholding, and adaptive inference for self-similar functions. Winner of the 2017 PROSE Award for Mathematics. High-dimensional and nonparametric statistical models are ubiquitous in modern data science. This book develops a mathematically coherent and objective approach to statistical inference in such models, with a focus on function estimation problems arising from random samples or from Gaussian regression/signal in white noise problems. Shipping may be from multiple locations in the US or from the UK, depending on stock availability. Seller Inventory # 9781108994132
Stock Image
Mathematical Foundations of Infinite-Dimensional Statistical Models (Cambridge Series in Statistical and Probabilistic Mathematics, Series Number 40)
Published by
Cambridge University Press, 2021
ISBN 10: 110899413X
ISBN 13: 9781108994132
New
Softcover
Seller: Ria Christie Collections, Uxbridge, United Kingdom
Seller rating 5 out of 5 stars
Condition: New. In. Seller Inventory # ria9781108994132_new
Buy New
£ 50.14
Shipping:
£ 11.98
From United Kingdom to U.S.A.
Quantity: Over 20 available
Stock Image
Mathematical Foundations of Infinite-Dimensional Statistical Models (Cambridge Series in Statistical and Probabilistic Mathematics, Series Number 40)
Published by
Cambridge University Press, 2021
ISBN 10: 110899413X
ISBN 13: 9781108994132
New
Paperback
Seller: Revaluation Books, Exeter, United Kingdom
Seller rating 5 out of 5 stars
Paperback. Condition: Brand New. revised edition. 690 pages. 9.75x6.75x1.35 inches. In Stock. This item is printed on demand. Seller Inventory # __110899413X
Seller Image
Mathematical Foundations of Infinite-Dimensional Statistical Models
Published by
Cambridge University Press, 2021
ISBN 10: 110899413X
ISBN 13: 9781108994132
New
Softcover
Seller: GreatBookPricesUK, Woodford Green, United Kingdom
Seller rating 5 out of 5 stars
Condition: New. Seller Inventory # 42469579-n
Buy New
£ 50.13
Shipping:
£ 15
From United Kingdom to U.S.A.
Quantity: Over 20 available
Seller Image
Mathematical Foundations of Infinite-Dimensional Statistical Models
Published by
Cambridge University Press, 2021
ISBN 10: 110899413X
ISBN 13: 9781108994132
Used
Softcover
Seller: GreatBookPricesUK, Woodford Green, United Kingdom
Seller rating 5 out of 5 stars
Condition: As New. Unread book in perfect condition. Seller Inventory # 42469579
Buy Used
£ 56.89
Shipping:
£ 15
From United Kingdom to U.S.A.
Quantity: Over 20 available