Nonparametric estimation under shape constraints: estimators, algorithms and asymptotics (Record no. 206273)

000 -LEADER
fixed length control field 02529aam a2200229 4500
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 170421b2014 xxu||||| |||| 00| 0 eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9780521864015
082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 519.54
Item number G7N6
100 ## - MAIN ENTRY--PERSONAL NAME
Personal name Groeneboom, Piet
9 (RLIN) 342861
245 ## - TITLE STATEMENT
Title Nonparametric estimation under shape constraints: estimators, algorithms and asymptotics
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Name of publisher, distributor, etc Cambridge University Press
Date of publication, distribution, etc 2014
Place of publication, distribution, etc New York
300 ## - PHYSICAL DESCRIPTION
Extent xi, 416 p.
440 ## - SERIES STATEMENT/ADDED ENTRY--TITLE
Title Cambridge series in statistical and probabilistic mathematics
9 (RLIN) 342862
504 ## - BIBLIOGRAPHY, ETC. NOTE
Bibliography, etc Table of Contents


1. Introduction
2. Basic estimation problems with monotonicity constraints
3. Asymptotic theory for the basic monotone problems
4. Other univariate problems involving monotonicity constraints
5. Higher dimensional problems
6. Lower bounds on estimation rates
7. Algorithms and computation
8. Shape and smoothness
9. Testing and confidence intervals
10. Asymptotic theory of smooth functionals
11. Pointwise asymptotic distribution theory for univariate problems
12. Pointwise asymptotic distribution theory for multivariate problems
13. Asymptotic distribution of global deviations.

520 ## - SUMMARY, ETC.
Summary, etc This book treats the latest developments in the theory of order-restricted inference, with special attention to nonparametric methods and algorithmic aspects. Among the topics treated are current status and interval censoring models, competing risk models, and deconvolution. Methods of order restricted inference are used in computing maximum likelihood estimators and developing distribution theory for inverse problems of this type. The authors have been active in developing these tools and present the state of the art and the open problems in the field. The earlier chapters provide an introduction to the subject, while the later chapters are written with graduate students and researchers in mathematical statistics in mind. Each chapter ends with a set of exercises of varying difficulty. The theory is illustrated with the analysis of real-life data, which are mostly medical in nature.


http://www.cambridge.org/gb/academic/subjects/statistics-probability/statistical-theory-and-methods/nonparametric-estimation-under-shape-constraints-estimators-algorithms-and-asymptotics?format=HB

650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Mathematical statistics
9 (RLIN) 342863
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Estimation theory
9 (RLIN) 342864
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Multivariate analysis
9 (RLIN) 342865
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Nonparametric statistics
9 (RLIN) 342866
700 ## - ADDED ENTRY--PERSONAL NAME
Personal name Jongbloed, Geurt
Relator term Co-author
9 (RLIN) 342867
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme
Item type Books
Holdings
Withdrawn status Lost status Source of classification or shelving scheme Damaged status Not for loan Collection code Permanent location Current location Shelving location Date acquired Source of acquisition Cost, normal purchase price Item location Total Checkouts Total Renewals Full call number Barcode Date last seen Date last borrowed Cost, replacement price Koha item type
          Non-fiction Vikram Sarabhai Library Vikram Sarabhai Library   2017-04-19 12 4637.60 Slot 1674 (2 Floor, East Wing) 1 3 519.54 G7N6 194301 2018-09-06 2017-06-01 5797.00 Books

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