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Data analysis : (Record no. 14732)

MARC details
000 -LEADER
fixed length control field 03133nam a2200205 a 4500
001 - CONTROL NUMBER
control field ASIN0805833889
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20190523073142.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 130214s2008 xxu eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 0805833889 (hardcover)
Terms of availability $76.95
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9780805833881 (hardcover)
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name Judd, Charles M.
245 10 - TITLE STATEMENT
Title Data analysis :
Remainder of title a model comparison approach, second edition /
Statement of responsibility, etc. Charles M. Judd, Gary H. McClelland, Carey S. Ryan.
250 ## - EDITION STATEMENT
Edition statement 2nd ed.
260 ## - PUBLICATION, DISTRIBUTION, ETC.
Place of publication, distribution, etc. [S.l.] :
Name of publisher, distributor, etc. Routledge,
Date of publication, distribution, etc. 2008.
300 ## - PHYSICAL DESCRIPTION
Extent 344 p. ;
Dimensions 26 cm.
520 ## - SUMMARY, ETC.
Summary, etc. This completely rewritten classic text features many new examples, insights and topics including mediational, categorical, and multilevel models. Substantially reorganized, this edition provides a briefer, more streamlined examination of data analysis. Noted for its model-comparison approach and unified framework based on the general linear model, the book provides readers with a greater understanding of a variety of statistical procedures. This consistent framework, including consistent vocabulary and notation, is used throughout to develop fewer but more powerful model building techniques. The authors show how all analysis of variance and multiple regression can be accomplished within this framework. The model-comparison approach provides several benefits: It strengthens the intuitive understanding of the material thereby increasing the�ability to successfully analyze data in the future It provides more control in the analysis of data so that readers can apply the techniques to a broader spectrum of questions It reduces the number of statistical techniques that must be memorized It teaches readers how to become data analysts instead of statisticians. The book opens with an overview of data analysis. All the necessary concepts for statistical inference used throughout the book are introduced in Chapters 2 through 4. The remainder of the book builds on these models. Chapters 5 - 7 focus on regression analysis, followed by analysis of variance (ANOVA), mediational analyses, non-independent or correlated errors, including multilevel modeling, and outliers and error violations. The book is appreciated by all for its detailed treatment of ANOVA, multiple regression, nonindependent observations, interactive and nonlinear models of data, and its guidance for treating outliers and other problematic aspects of data analysis. Intended for advanced undergraduate or graduate courses on data analysis, statistics, and/or quantitative methods taught in psychology, education, or other behavioral and social science departments, this book also appeals to researchers who analyze data. A protected website featuring additional examples and problems with data sets, lecture notes, PowerPoint presentations, and class-tested exam questions is available to adopters. This material uses SAS but can easily be adapted to other programs. A working knowledge of basic algebra and any multiple regression program is assumed.
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name McClelland, Gary H.
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Ryan, Carey S.
856 40 - ELECTRONIC LOCATION AND ACCESS
Materials specified Amazon.com
Uniform Resource Identifier <a href="http://www.amazon.com/exec/obidos/ASIN/0805833889/chopaconline-20">http://www.amazon.com/exec/obidos/ASIN/0805833889/chopaconline-20</a>
Holdings
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 Total Checkouts Full call number Barcode Date last seen Price effective from Koha item type
    Dewey Decimal Classification       Department of Mechanical and Aerospace Engineering Library Department of Mechanical and Aerospace Engineering Library   02/14/2013   519.522 JUD IAAP000287 02/14/2013 02/14/2013 Book
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