Robustness in data analysis: criteria and methods/ (Record no. 164777)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 03258cam a2200325 a 4500 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9067643513 |
| 040 ## - CATALOGING SOURCE | |
| Transcribing agency | CUS |
| 082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 519.5 |
| Item number | SHE/M |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Shevlyakov, Georgy L. |
| 245 10 - TITLE STATEMENT | |
| Title | Robustness in data analysis: criteria and methods/ |
| Statement of responsibility, etc. | Georgy L. Shevlyakov and Nikita O. Vilchevski. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication, distribution, etc. | Utrecht ; |
| -- | Boston : |
| Name of publisher, distributor, etc. | VSP, |
| Date of publication, distribution, etc. | 2002. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | viii, 310 p. : |
| Other physical details | ill. ; |
| Dimensions | 25 cm. |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE | |
| Bibliography, etc | Includes bibliographical references (p. 291-308) and index. |
| 505 8# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | Machine generated contents note: 1 Introduction -- 1.1 General remarks-- 1.2 Huber minimax approach-- 1.3 Hampel approach-- 2 Optimization criteria in data analysis: a probability-free approach -- 2.1 Introductory remarks-- 2.2 Translation and scale equivariant contrast functions-- 2.3 Orthogonal equivariant contrast functions-- 2.4 Monotonically equivariant contrast functions-- 2.5 Minimal sensitivity to small perturbations in the data-- 2.6 Affine equivariant contrast functions-- 3 Robust minimax estimation of location -- 3.1 Introductory remarks-- 3.2 Robust estimation of location in models with bounded variances-- 3.3 Robust estimation of location in models with bounded subranges-- 3.4 Robust estimators of multivariate location-- 3.5 Least informative lattice distributions-- 4 Robust estimation of scale -- 4.1 Introductory remarks-- 4.2 Measures of scale defined by functionals-- 4.3 M-,L-, and R-estimators of scale-- 4.4 Huber minimax estimator of scale-- 4.5 Final remarks-- 5 Robust regression and autoregression -- 5.1 Introductory remarks-- 5.2 The minimax variance regression-- 5.3 Robust autoregression-- 5.4 Robust identification in dynamic models-- 5.5 Final remarks-- 6 Robustness of Ll-norm estimators -- 6.1 Introductory remarks-- 6.2 Stability of Ll-approximations-- 6.3 Robustness of the Ll-regression-- 6.4 Final remarks-- 7 Robust estimation of correlation -- 7.1 Introductory remarks-- 7.2 Analysis: Monte Carlo experiment-- 7.3 Analysis: asymptotic characteristics-- 7.4 Synthesis: minimax variance correlation-- 7.5 Two-stage estimators: rejection of outliers plus classics-- 8 Computation and data analysis technologies -- 8.1 Introductory remarks on computation-- 8.2 Adaptive robust procedures-- 8.3 Smoothing quantile functions by the Bernstein polynomials-- 8.4 Robust bivariate boxplots-- 9 Applications -- 9.1 On robust estimation in the statistical theory of reliability-- 9.2 Robust detection of signals based on optimization criteria-- 9.3 Statistical analysis of sudden cardiac death risk factors. |
| 650 #0 - SUBJECT | |
| Keyword | Robust statistics. |
| 650 #0 - SUBJECT | |
| Keyword | Mathematical statistics. |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Vilʹchevskil, N. O. |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | General Books |
| Withdrawn status | Lost status | Damaged status | Not for loan | Home library | Current library | Shelving location | Date acquired | Full call number | Accession number | Date last seen | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|
| Central Library, Sikkim University | Central Library, Sikkim University | General Book Section | 29/08/2016 | 519.5 SHE/M | P19690 | 29/08/2016 | General Books |