Heck, Ronald H. (university Of Hawaii, Manoa) Thomas, Scott L. (university Of Vermont, Usa) Tabata, Lynn N. (university Of Hawaii, Manoa) Multilevel and longitudinal modeling with ibm spss 9780367424619

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Автор: Heck, Ronald H. (university Of Hawaii, Manoa) Thomas, Scott L. (university Of Vermont, Usa) Tabata, Lynn N. (university Of Hawaii, Manoa)
Название: Multilevel and longitudinal modeling with ibm spss
ISBN: 9780367424619
Издательство: Taylor&Francis
Классификация:

Социальные исследования и статистика

Психологическая методология

Образование

Математическое и статистическое ПО

ISBN-10: 0367424614
Обложка/Формат: Paperback
Страницы: 484
Вес: 1.18 кг.
Дата издания: 12.04.2022
Серия: Quantitative methodology series
Язык: English
Издание: 3 ed
Иллюстрации: 186 tables, black and white; 2 line drawings, black and white; 423 halftones, black and white; 425 illustrations, black and white
Размер: 27.94 x 20.96 x 2.54 cm
Рейтинг:
Поставляется из: Европейский союз
Описание: Multilevel and Longitudinal Modeling with IBM SPSS, Third Edition, demonstrates how to use the multilevel and longitudinal modeling techniques available in IBM SPSS Versions 25-27. Annotated screenshots with all relevant output provide readers with a step-by-step understanding of each technique as they are shown how to navigate the program. Throughout, diagnostic tools, data management issues, and related graphics are introduced. SPSS commands show the flow of the menu structure and how to facilitate model building, while annotated syntax is also available for those who prefer this approach. Extended examples illustrating the logic of model development and evaluation are included throughout the book, demonstrating the context and rationale of the research questions and the steps around which the analyses are structured. The book opens with the conceptual and methodological issues associated with multilevel and longitudinal modeling, followed by a discussion of SPSS data management techniques that facilitate working with multilevel, longitudinal, or cross-classified data sets. The next few chapters introduce the basics of multilevel modeling, developing a multilevel model, extensions of the basic two-level model (e.g., three-level models, models for binary and ordinal outcomes), and troubleshooting techniques for everyday-use programming and modeling problems along with potential solutions. Models for investigating individual and organizational change are next developed, followed by models with multivariate outcomes and, finally, models with cross-classified and multiple membership data structures. The book concludes with thoughts about ways to expand on the various multilevel and longitudinal modeling techniques introduced and issues (e.g., missing data, sample weights) to keep in mind in conducting multilevel analyses. Key features of the third edition:Thoroughly updated throughout to reflect
Дополнительное описание: 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 Ind

Multilevel and longitudinal modeling with ibm spss, Heck, Ronald H. (university Of Hawaii, Manoa) Thomas, Scott L. (university Of Vermont, Usa) Tabata, Lynn N. (university Of Hawaii, Manoa)