Methodology in robust and nonparametric statistics (Record no. 11644)
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| fixed length control field | 03223cam a2200361Ia 4500 |
| 001 - CONTROL NUMBER | |
| control field | CRC0KE11877PDF |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | BD-DhSAU |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20151012144304.0 |
| 006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS | |
| fixed length control field | m|||||o||d|||||||| |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION | |
| fixed length control field | cr|||| |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 121017s2013 flu sb 001 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781439840696 (ebook : PDF) |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | BD-DhSAU |
| Transcribing agency | BD-DhSAU |
| 090 ## - LOCALLY ASSIGNED LC-TYPE CALL NUMBER (OCLC); LOCAL CALL NUMBER (OCLC) | |
| Classification number (OCLC) (R) ; Classification number, CALL (RLIN) (NR) | QA276 |
| Local cutter number (OCLC) ; Book number/undivided call number, CALL (RLIN) | .J87 2013 |
| 092 ## - LOCALLY ASSIGNED DEWEY CALL NUMBER (OCLC) | |
| Classification number | 519.5 |
| Item number | J958 |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Jure�ckov�a, Jana, |
| Dates associated with a name | 1940- |
| 245 10 - TITLE STATEMENT | |
| Title | Methodology in robust and nonparametric statistics |
| Medium | [electronic resource] / |
| Statement of responsibility, etc. | Jana Jure�ckov�a, Pranab Kumar Sen, Jan Picek. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication, distribution, etc. | Boca Raton, Fla. : |
| Name of publisher, distributor, etc. | CRC Press, |
| Date of publication, distribution, etc. | c2013. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | xv, 394 p. |
| 500 ## - GENERAL NOTE | |
| General note | "A Chapman & Hall book." |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE | |
| Bibliography, etc | Includes bibliographical references (p. 357-384) and indexes. |
| 505 0# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | 1. Introduction and synopsis -- 2. Preliminaries -- 3. Robust estimation of location and regression -- 4. Asymptotic representations for L-estimators -- 5. Asymptotic representations for M-estimators -- 6. Asymptotic representations for R-estimators -- 7. Asmptotic interrelations of estimators -- 8. Robust estimation : multivariate perspectives -- 9. Robust tests and confidence sets. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | "Show synopsis Robust and nonparametric statistical methods have their foundation in fields ranging from agricultural science to astronomy, from biomedical sciences to the public health disciplines, and, more recently, in genomics, bioinformatics, and financial statistics. These disciplines are presently nourished by data mining and high-level computer-based algorithms, but to work actively with robust and nonparametric procedures, practitioners need to understand their background. Explaining the underpinnings of robust methods and recent theoretical developments, Methodology in Robust and Nonparametric Statistics provides a profound mathematically rigorous explanation of the methodology of robust and nonparametric statistical procedures. Thoroughly up-to-date, this book Presents multivariate robust and nonparametric estimation with special emphasis on affine-equivariant procedures, followed by hypotheses testing and confidence sets Keeps mathematical abstractions at bay while remaining largely theoretical Provides a pool of basic mathematical tools used throughout the book in derivations of main results The methodology presented, with due emphasis on asymptotics and interrelations, will pave the way for further developments on robust statistical procedures in more complex models. Using examples to illustrate the methods, the text highlights applications in the fields of biomedical science, bioinformatics, finance, and engineering. In addition, the authors provide exercises in the text"--Back cover. |
| 530 ## - ADDITIONAL PHYSICAL FORM AVAILABLE NOTE | |
| Additional physical form available note | Also available in print edition. |
| 538 ## - SYSTEM DETAILS NOTE | |
| System details note | Mode of access: World Wide Web. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Robust statistics. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Nonparametric statistics. |
| 655 #7 - INDEX TERM--GENRE/FORM | |
| Genre/form data or focus term | Electronic books. |
| Source of term | lcsh |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Sen, Pranab Kumar, |
| Dates associated with a name | 1937- |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Picek, Jan, |
| Dates associated with a name | 1965- |
| 776 1# - ADDITIONAL PHYSICAL FORM ENTRY | |
| International Standard Book Number | 9781439840689 (hardback) |
| -- | 1439840687 |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | <a href="http://marc.crcnetbase.com/isbn/9781439840696">http://marc.crcnetbase.com/isbn/9781439840696</a> |
| Electronic format type | application/PDF |
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