| 000 -LEADER |
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| fixed length control field |
04072cam a22004217i 4500 |
| 001 - CONTROL NUMBER |
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| control field |
19135591 |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
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| control field |
20241226155156.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
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| fixed length control field |
160614t20162016flua bf 001 0 eng d |
| 010 ## - LIBRARY OF CONGRESS CONTROL NUMBER |
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| LC control number |
2016302636 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| International Standard Book Number |
1482249073 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9781482249071 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| Canceled/invalid ISBN |
9781482249088 (PDF ebook) |
| 035 ## - SYSTEM CONTROL NUMBER |
|---|
| System control number |
(OCoLC)ocn920852092 |
| 040 ## - CATALOGING SOURCE |
|---|
| Language of cataloging |
eng |
| 042 ## - AUTHENTICATION CODE |
|---|
| Authentication code |
lccopycat |
| 050 00 - LIBRARY OF CONGRESS CALL NUMBER |
|---|
| Classification number |
QA76.9.B45 |
| Item number |
H36 2016 |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER |
|---|
| Classification number |
005.7 |
| DDC Edition number |
23 |
| Author Mark |
HAN |
| 245 00 - TITLE STATEMENT |
|---|
| Title |
Handbook of big data / |
| Statement of responsibility, etc. |
edited by Peter Bühlmann, Petros Drineas, Michael Kane, Mark van der Laan. |
| 264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE |
|---|
| Place of production, publication, distribution, manufacture |
Boca Raton, FL : |
| Name of producer, publisher, distributor, manufacturer |
CRC Press, an imprint of the Taylor & Francis Group, |
| Date of production, publication, distribution, manufacture, or copyright notice |
[2016] |
| 264 #4 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE |
|---|
| Date of production, publication, distribution, manufacture, or copyright notice |
©2016 |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
xvi, 464 pages : |
| Other physical details |
illustrations (some color) ; |
| Dimensions |
26 cm. |
| 490 1# - SERIES STATEMENT |
|---|
| Series statement |
Chapman & Hall/CRC handbooks of modern statistical methods |
| 500 ## - GENERAL NOTE |
|---|
| General note |
"Chapman & Hall book." |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE |
|---|
| Bibliography, etc. note |
Includes bibliographical references and index. |
| 505 0# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
The advent of data science: some considerations on the unreasonable effectiveness of data / Richard J.C.M. Starmans -- Big-n versus big-p in big data / Norman Matloff -- Divide and recombine: approach for detailed analysis and visualization of large complex data / Ryan Hafen -- Integrate big data for better operation, control, and protection of power systems / Guang Lin -- Interactive visual analysis of big data / Carlos Scheidegger -- A visualization tool for mining large correlation tables: the association navigator / Andreas Buja, Abba M. Krieger, and Edward I. George -- High-dimensional computational geometry / Alexandr Andoni -- IRLBA: fast partial singular value decomposition method / James Baglama -- Structural properties underlying high-quality randomized numerical linear algebra algorithms / Michael W. Mahoney and Petros Drineas -- Something for (almost) nothing: new advances in sublinear-time algorithms / Ronitt Rubinfeld and Eric Blais -- Networks / Elizabeth L. Ogburn and Alexander Volfovsky -- Mining large graphs / David F. Gleich and Michael W. Mahoney -- Estimator and model selection using cross-validation / Iván Díaz -- Stochastic gradient methods for principled estimation with large datasets / Panos Toulis and Edoardo M. Airoldi -- Learning structured distributions / Ilias Diakonikolas -- Penalized estimation in complex methods / Jacob Bien and Daniela Witten -- High-dimensional regression and inference / Lukas Meier -- Divide and recombine: subsemble, exploiting the power of cross-validation / Stephanie Sapp and Erin LeDell -- Scalable super learning / Erin LeDell -- Tutorial for causal inference / Laura Balzer, Maya Petersen, and Mark van der Laan -- A review of some recent advances in causal inference / Marloes H. Maathuis and Preetam Nandy -- Targeted learning for variable importance / Sherri Rose -- Online estimation of the average treatment effect / Sam Lendle -- Mining with inference: data-adaptive target parameters / Alan Hubbard and Mark van der Laan. |
| 520 ## - SUMMARY, ETC. |
|---|
| Summary, etc. |
"Handbook of Big Data provides a state-of-the-art overview of the analysis of large-scale datasets. Featuring contributions from well-known experts in statistics and computer science, this handbook presents a carefully curated collection of techniques from both industry and academia. Thus, the text instills a working understanding of key statistical and computing ideas that can be readily applied in research and practice"-- |
| Assigning source |
Provided by publisher. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Big data |
| General subdivision |
Statistical methods |
| Form subdivision |
Handbooks, manuals, etc. |
| 655 #7 - INDEX TERM--GENRE/FORM |
|---|
| Genre/form data or focus term |
Handbooks and manuals. |
| Source of term |
lcgft |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Bühlmann, Peter, |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Drineas, Petros, |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Kane, Michael |
| Fuller form of name |
(Michael John), |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Laan, M. J. van der, |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE |
|---|
| Uniform title |
Chapman & Hall/CRC handbooks of modern statistical methods. |
| 856 ## - ELECTRONIC LOCATION AND ACCESS |
|---|
| Materials specified |
eBook |
| Uniform Resource Identifier |
https://www.taylorfrancis.com/books/edit/10.1201/b19567/handbook-big-data-mark-van-der-laan-petros-drineas-michael-kane-peter-b%C3%BChlmann |
| Link text |
Single File |
| 906 ## - LOCAL DATA ELEMENT F, LDF (RLIN) |
|---|
| a |
7 |
| b |
cbc |
| c |
copycat |
| d |
2 |
| e |
ncip |
| f |
20 |
| g |
y-gencatlg |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| item type |
e-Book |
