Methods of multivariate analysis / (Record no. 90410)

MARC details
000 -LEADER
fixed length control field 02589nam a22001817a 4500
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 230117b2012 |||||||| |||| 00| 0 eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9780470178966
082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 519.535 REN-A
100 ## - MAIN ENTRY--PERSONAL NAME
Personal name Rencher, Alvin C.
245 ## - TITLE STATEMENT
Title Methods of multivariate analysis /
Statement of responsibility, etc. Alvin C. Rencher and William F. Christensen
250 ## - EDITION STATEMENT
Edition statement 3rd ed.
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Place of publication, distribution, etc. New Jersey
Name of publisher, distributor, etc. John Wiley and Sons
Date of publication, distribution, etc. 2013
300 ## - PHYSICAL DESCRIPTION
Extent 758 p.
365 ## - TRADE PRICE
Price type code USD
Price amount 148.95.
500 ## - GENERAL NOTE
General note Filled with new and timely content, Methods of Multivariate Analysis, Third Edition provides examples and exercises based on more than sixty real data sets from a wide variety of scientific fields. It takes a "methods" approach to the subject, placing an emphasis on how students and practitioners can employ multivariate analysis in real-life situations.<br/><br/>This Third Edition continues to explore the key descriptive and inferential procedures that result from multivariate analysis. Following a brief overview of the topic, the book goes on to review the fundamentals of matrix algebra, sampling from multivariate populations, and the extension of common univariate statistical procedures (including t-tests, analysis of variance, and multiple regression) to analogous multivariate techniques that involve several dependent variables. The latter half of the book describes statistical tools that are uniquely multivariate in nature, including procedures for discriminating among groups, characterizing low-dimensional latent structure in high-dimensional data, identifying clusters in data, and graphically illustrating relationships in low-dimensional space. In addition, the authors explore a wealth of newly added topics, including:<br/><br/>Confirmatory Factor Analysis<br/>Classification Trees<br/>Dynamic Graphics<br/>Transformations to Normality<br/>Prediction for Multivariate Multiple Regression<br/>Kronecker Products and Vec Notation<br/>New exercises have been added throughout the book, allowing readers to test their comprehension of the presented material. Detailed appendices provide partial solutions as well as supplemental tables, and an accompanying FTP site features the book's data sets and related SAS® code.<br/><br/>Requiring only a basic background in statistics, Methods of Multivariate Analysis, Third Edition is an excellent book for courses on multivariate analysis and applied statistics at the upper-undergraduate and graduate levels. The book also serves as a valuable reference for both statisticians and researchers across a wide variety of disciplines.
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Multivariate analysis
700 ## - ADDED ENTRY--PERSONAL NAME
Personal name Christensen, William F.
952 ## - LOCATION AND ITEM INFORMATION (KOHA)
Withdrawn status
Holdings
Lost status Source of classification or shelving scheme Damaged status Not for loan Collection code Home library Current library Shelving location Date acquired Total Checkouts Full call number Barcode Date last seen Date last checked out Price effective from Koha item type
  Dewey Decimal Classification     510 BITS Pilani Hyderabad BITS Pilani Hyderabad General Stack (For lending) 17/01/2023 1 519.535 REN-A 46950 13/07/2024 21/01/2023 17/01/2023 Books
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