Applied Multivariate Statistics with R / (Record no. 46093)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 025780000a22002890004500 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 171030s2015 sz a 000 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9783319140926 |
| Qualifying information | hardback |
| Terms of availability | RM391.31 |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | UTM |
| Language of cataloging | eng |
| Description conventions | rda |
| 090 ## - LOCALLY ASSIGNED LC-TYPE CALL NUMBER (OCLC); LOCAL CALL NUMBER (RLIN) | |
| Classification number (OCLC) (R) ; Classification number, CALL (RLIN) (NR) | QA278 |
| Local cutter number (OCLC) ; Book number/undivided call number, CALL (RLIN) | Z45 2015 |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| 9 (RLIN) | |
| Personal name | Zelterman, Daniel, |
| Relator term | editor |
| 245 10 - TITLE STATEMENT | |
| Title | Applied Multivariate Statistics with R / |
| Statement of responsibility, etc. | Daniel Zelterman |
| 264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE | |
| Place of production, publication, distribution, manufacture | Cham : |
| Name of producer, publisher, distributor, manufacturer | Springer, |
| Date of production, publication, distribution, manufacture, or copyright notice | 2015 |
| 264 #4 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE | |
| Place of production, publication, distribution, manufacture | ©2015 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | xv, 393 pages : |
| Other physical details | illustrations ; |
| Dimensions | 24 cm. |
| 336 ## - CONTENT TYPE | |
| Content type term | text |
| Source | rdacontent |
| 337 ## - MEDIA TYPE | |
| Media type term | unmediated |
| Source | rdamedia |
| 338 ## - CARRIER TYPE | |
| Carrier type term | volume |
| Source | rdacarrier |
| 490 1# - SERIES STATEMENT | |
| Series statement | Statistics for biology and health |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE | |
| Bibliography, etc. note | Includes bibliographical references and index |
| 505 #0 - FORMATTED CONTENTS NOTE | |
| Formatted contents note | Introduction.- Elements of R -- Graphical Displays -- Basic Linear Algebra -- The Univariate Normal Distribution -- Bivariate Normal Distribution -- Multivariate Normal Distribution -- Factor Methods -- Multivariate Linear Regression -- Discrimination and Classification -- Clustering -- Time Series Models -- Other Useful Methods -- References -- Appendix -- Selected Solutions -- Index |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | This book brings the power of multivariate statistics to graduate-level practitioners, making these analytical methods accessible without lengthy mathematical derivations. Using the open source, shareware program R, Professor Zelterman demonstrates the process and outcomes for a wide array of multivariate statistical applications. Chapters cover graphical displays, linear algebra, univariate, bivariate and multivariate normal distributions, factor methods, linear regression, discrimination and classification, clustering, time series models, and additional methods. Zelterman uses practical examples from diverse disciplines to welcome readers from a variety of academic specialties. Those with backgrounds in statistics will learn new methods while they review more familiar topics. Chapters include exercises, real data sets, and R implementations. The data are interesting, real-world topics, particularly from health and biology-related contexts. As an example of the approach, the text examines a sample from the Behavior Risk Factor Surveillance System, discussing both the shortcomings of the data as well as useful analyses. The text avoids theoretical derivations beyond those needed to fully appreciate the methods. Prior experience with R is not necessary. |
| 596 ## - | |
| -- | PAGOHL |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Multivariate analysis |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE | |
| Uniform title | Statistics for biology and health |
| 907 ## - LOCAL DATA ELEMENT G, LDG (RLIN) | |
| a | .b10547563 |
| b | 23-02-21 |
| c | 23-02-21 |
| 998 ## - LOCAL CONTROL INFORMATION (RLIN) | |
| -- | m |
| Operator's initials, OID (RLIN) | 23-02-21 |
| Cataloger's initials, CIN (RLIN) | - |
| First date, FD (RLIN) | - |
| -- | - |
| -- | eng |
| -- | sz |
| -- | 0 |
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