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Multilevel and longitudinal modeling with IBM SPSS / 3rd ed

Multilevel and longitudinal modeling with IBM SPSS / 3rd ed (Loan 1 times)

Material type
단행본
Personal Author
Heck, Ronald H., author. Scott, Thomas L., author. Tabata, Lynn Naomi, author.
Title Statement
Multilevel and longitudinal modeling with IBM SPSS / Ronald H. Heck, Thomas L. Scott, and Lynn N. Tabata.
판사항
3rd ed.
Publication, Distribution, etc
New York, NY :   Routledge,   2021.  
Physical Medium
x, 484 p. : ill. ; 28 cm.
Series Statement
Quantitative methodology series
ISBN
9780367424602 9780367424619
요약
"This text demonstrates how to use multilevel and longitudinal modeling techniques available in the IBM SPSS (Version 25). Annotated screen shots provide readers with a step-by-step understanding of each technique. Readers learn how to set up, run, and interpret a variety of models. Diagnostic tools, data management issues, and related graphics are introduced throughout. Extended examples illustrate the logic of model development to show the rationale of the research questions and the steps around which the analyses are structured. New to this edition is coverage of generalized linear mixed-effects models, making longitudinal plots and unbalanced longitudinal data and write-up examples"--
Bibliography, Etc. Note
Includes bibliographical references and index.
Subject Added Entry-Topical Term
Social sciences --Longitudinal studies. Social sciences --Statistical methods.
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100 1 ▼a Heck, Ronald H., ▼e author.
245 1 0 ▼a Multilevel and longitudinal modeling with IBM SPSS / ▼c Ronald H. Heck, Thomas L. Scott, and Lynn N. Tabata.
250 ▼a 3rd ed.
260 ▼a New York, NY : ▼b Routledge, ▼c 2021.
264 1 ▼a New York, NY : ▼b Routledge, ▼c 2021.
300 ▼a x, 484 p. : ▼b ill. ; ▼c 28 cm.
336 ▼a text ▼b txt ▼2 rdacontent
337 ▼a unmediated ▼b n ▼2 rdamedia
338 ▼a volume ▼b nc ▼2 rdacarrier
490 0 ▼a Quantitative methodology series
504 ▼a Includes bibliographical references and index.
520 ▼a "This text demonstrates how to use multilevel and longitudinal modeling techniques available in the IBM SPSS (Version 25). Annotated screen shots provide readers with a step-by-step understanding of each technique. Readers learn how to set up, run, and interpret a variety of models. Diagnostic tools, data management issues, and related graphics are introduced throughout. Extended examples illustrate the logic of model development to show the rationale of the research questions and the steps around which the analyses are structured. New to this edition is coverage of generalized linear mixed-effects models, making longitudinal plots and unbalanced longitudinal data and write-up examples"-- ▼c Provided by publisher.
630 0 0 ▼a PASW (Computer file).
630 0 0 ▼a SPSS (Computer file).
650 0 ▼a Social sciences ▼x Longitudinal studies.
650 0 ▼a Social sciences ▼x Statistical methods.
700 1 ▼a Scott, Thomas L., ▼e author.
700 1 ▼a Tabata, Lynn Naomi, ▼e author.
945 ▼a ITMT

Holdings Information

No. Location Call Number Accession No. Availability Due Date Make a Reservation Service
No. 1 Location Main Library/Western Books/ Call Number 005.55 H448m3 Accession No. 111866301 Availability In loan Due Date 2022-08-31 Make a Reservation Available for Reserve R Service M

Contents information

Table of Contents

1. Introduction to Multilevel Modeling with IBM SPSS 2. Preparing and Examining the Data for Multilevel Analyses 3. Defining a Basic Two-Level Multilevel Regression Model 4. Extending the Two-Level Univariate Model 5. Examining Individual Change with Repeated Measures Data 6. Applications of Mixed Models for Longitudinal Data 7. Multivariate Multilevel Models 8. Cross-Classified Multilevel Models 9. Further Considerations in Modeling Hierarchical Data

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