MARC details
| 000 -LEADER |
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| fixed length control field |
03142nam a22002537a 4500 |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
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| control field |
20251018185800.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
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| fixed length control field |
251018b |||||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| International Standard Book Number |
9780367182441 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER |
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| Classification number |
001.422 |
| Item number |
HEC |
| 100 ## - MAIN ENTRY--PERSONAL NAME |
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| Personal name |
Heck, Ronald |
| 245 ## - TITLE STATEMENT |
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| Title |
An introduction to multilevel modeling techniques: |
| Remainder of title |
MLM and SEM approaches |
| 250 ## - EDITION STATEMENT |
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| Edition statement |
4th |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) |
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| Place of publication, distribution, etc. |
New York |
| Name of publisher, distributor, etc. |
Routledge |
| Date of publication, distribution, etc. |
2020 |
| 300 ## - PHYSICAL DESCRIPTION |
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| Extent |
xv, 388 p. |
| 365 ## - TRADE PRICE |
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| Price type code |
GBP |
| Price amount |
57.99 |
| 490 ## - SERIES STATEMENT |
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| Series statement |
Quantitative Methodology Series |
| 500 ## - GENERAL NOTE |
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| General note |
Table of contents:<br/>Preface<br/><br/>1. Introduction<br/><br/>2. Getting Started with Multilevel Analysis<br/><br/>3. Multilevel Regression Models<br/><br/>4. Extending the Two-Level Regression Model<br/><br/>5. Methods for Examining Individual and Organizational Change<br/><br/>6. Multilevel Models with Categorical Variables<br/><br/>7. Multilevel Structural Equation Variables<br/><br/>8. Multilevel Latent Growth and Mixture Models<br/><br/>9. Data Consideration in Examining Multilevel Models<br/><br/>[https://www.routledge.com/An-Introduction-to-Multilevel-Modeling-Techniques-MLM-and-SEM-Approaches/Heck-Thomas/p/book/9780367182441] |
| 520 ## - SUMMARY, ETC. |
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| Summary, etc. |
Multilevel modelling is a data analysis method that is frequently used to investigate hierarchal data structures in educational, behavioural, health, and social sciences disciplines. Multilevel data analysis exploits data structures that cannot be adequately investigated using single-level analytic methods such as multiple regression, path analysis, and structural modelling. This text offers a comprehensive treatment of multilevel models for univariate and multivariate outcomes. It explores their similarities and differences and demonstrates why one model may be more appropriate than another, given the research objectives.<br/><br/>New to this edition:<br/><br/><br/>An expanded focus on the nature of different types of multilevel data structures (e.g., cross-sectional, longitudinal, cross-classified, etc.) for addressing specific research goals;<br/><br/>Varied modelling methods for examining longitudinal data including random-effect and fixed-effect approaches;<br/><br/>Expanded coverage illustrating different model-building sequences and how to use results to identify possible model improvements;<br/><br/>An expanded set of applied examples used throughout the text;<br/><br/>Use of four different software packages (i.e., Mplus, R, SPSS, Stata), with selected examples of model-building input files included in the chapter appendices and a more complete set of files available online.<br/>This is an ideal text for graduate courses on multilevel, longitudinal, latent variable modelling, multivariate statistics, or advanced quantitative techniques taught in psychology, business, education, health, and sociology. Recommended prerequisites are introductory univariate and multivariate statistics.<br/><br/>(https://www.routledge.com/An-Introduction-to-Multilevel-Modeling-Techniques-MLM-and-SEM-Approaches/Heck-Thomas/p/book/9780367182441) |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name as entry element |
Multivariate statistics |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name as entry element |
Quantitative techniques--Business |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Quantitative technique--Mathematics |
| 700 ## - ADDED ENTRY--PERSONAL NAME |
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| Personal name |
Thomas, Scott L. |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
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| Koha item type |
Book |
| Source of classification or shelving scheme |
Dewey Decimal Classification |
