AI SearchData analysis : | what can be learned from the past 50 years / (Record no. 104010)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 02157cam a22002654a 4500 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 101012s2011 njua b 001 0 eng |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781118010648 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 1118010647 |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | SDU |
| 050 00 - LIBRARY OF CONGRESS CALL NUMBER | |
| Classification number | QA276 |
| Item number | H877 D 2011 |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Huber, Peter J. |
| 245 10 - TITLE STATEMENT | |
| Title | Data analysis : |
| Remainder of title | what can be learned from the past 50 years / |
| Statement of responsibility, etc. | Peter J. Huber. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Place of publication, distribution, etc. | Hoboken, N.J. : |
| Name of publisher, distributor, etc. | Wiley, |
| Date of publication, distribution, etc. | 2011. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 210 p. : |
| Other physical details | ill. |
| 490 0# - SERIES STATEMENT | |
| Series Statement | Wiley series in probability and statistics |
| 505 ## - Formatted Contents Note | |
| Formatted contents note | HKBU library |
| 518 ## - DATE/TIME AND PLACE OF AN EVENT NOTE | |
| DATE/TIME AND PLACE OF AN EVENT NOTE | YT2025 M10 |
| 520 ## - SUMMARY | |
| Summary | "This book explores the many provocative questions concerning the fundamentals of data analysis. It is based on the time-tested experience of one of the gurus of the subject matter. Why should one study data analysis? How should it be taught? What techniques work best, and for whom? How valid are the results? How much data should be tested? Which machine languages should be used, if used at all? Emphasis on apprenticeship (through hands-on case studies) and anecdotes (through real-life applications) are the tools that Peter J. Huber uses in this volume. Concern with specific statistical techniques is not of immediate value; rather, questions of strategy - when to use which technique - are employed. Central to the discussion is an understanding of the significance of massive (or robust) data sets, the implementation of languages, and the use of models. Each is sprinkled with an ample number of examples and case studies. Personal practices, various pitfalls, and existing controversies are presented when applicable. The book serves as an excellent philosophical and historical companion to any present-day text in data analysis, robust statistics, data mining, statistical learning, or computational statistics"--Provided by publisher. |
| 520 ## - SUMMARY | |
| Summary | "This book explores the many provocative questions concerning the fundamentals of data analysis"-- |
| 650 #0 - SUBJECT | |
| Topical term | Mathematical statistics |
| General subdivision | History. |
| 650 #0 - SUBJECT | |
| Topical term | Mathematical statistics |
| General subdivision | Philosophy. |
| 650 #0 - SUBJECT | |
| Topical term | Numerical analysis |
| General subdivision | Methodology. |
| 900 ## - Accession Number | |
| Accession Number | = C.1 SDU |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | English Books |
| Source of classification or shelving scheme | Library of Congress Classification |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| -- | 193270 |
| 650 #0 - SUBJECT | |
| -- | 193271 |
| 650 #0 - SUBJECT | |
| -- | 193272 |
| 650 #0 - SUBJECT | |
| -- | 193273 |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Collection code | Home library | Current library | Shelving location | Date acquired | Source of acquisition | Total Checkouts | Full call number | Barcode | Date last seen | Copy number | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Library of Congress Classification | Available for Loans | General Books | MATRIX Library | MATRIX Library | General Eng/FL.3 | 02/10/2025 | Donation | QA276 H877 D 2011 | 1000377914 | 02/10/2025 | C.1 | 02/10/2025 | English Books |