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Multilevel and Longitudinal Modeling with IBM SPSS

This book demonstrates how to use multilevel and longitudinal modeling techniques available in the IBM SPSS mixed-effects program (MIXED). Annotated screen shots provide readers with a step-by-step understanding of each technique and navigating the program. Readers learn how to set up, run, and interpret a variety of models. Diagnostic tools, data management issues, and related graphics are introduced throughout. Annotated syntax is also available for those who prefer this approach. Extended examples illustrate the logic of model development to show readers the rationale of the research questions and the steps around which the analyses are structured. The data used in the text and syntax examples are available at www.routledge.com/9780415817110. Highlights of the new edition include: Updated throughout to reflect IBM SPSS Version 21. Further coverage of growth trajectories, coding time-related variables, covariance structures, individual change and longitudinal experimental designs (Ch.5). Extended discussion of other types of research designs for examining change (e.g., regression discontinuity, quasi-experimental) over time (Ch.6). New examples specifying multiple latent constructs and parallel growth processes (Ch. 7). Discussion of alternatives for dealing with missing data and the use of sample weights within multilevel data structures (Ch.1). The book opens with the conceptual and methodological issues associated with multilevel and longitudinal modeling, followed by a discussion of SPSS data management techniques which facilitate working with multilevel, longitudinal, and cross-classified data sets. Chapters 3 and 4 introduce the basics of multilevel modeling: developing a multilevel model, interpreting output, and trouble-shooting common programming and modeling problems. Models for investigating individual and organizational change are presented in chapters 5 and 6, followed by models with multivariate outcomes in chapter 7. Chapter 8 provides an illustration of multilevel models with cross-classified data structures. The book concludes with ways to expand on the various multilevel and longitudinal modeling techniques and issues when conducting multilevel analyses. Ideal as a supplementary text for graduate courses on multilevel and longitudinal modeling, multivariate statistics, and research design taught in education, psychology, business, and sociology, this book’s practical approach also appeals to researchers in these fields. The book provides an excellent supplement to Heck & Thomas’s An Introduction to Multilevel Modeling Techniques, 2nd Edition; however, it can also be used with any multilevel and/or longitudinal modeling book or as a stand-alone text.

Multilevel modeling of categorical outcomes using IBM SPSS. New York, NY:
Routledge Academic. Hedeker, D. (2005). Generalized linear ... IBM SPSS
advanced statistics 21. Chicago, IL: Author. Jia, Y., Stokes, L., Harris, I., & Wang,
Y. (2011, ...

Mastering AutoCAD Civil 3D 2011

This is the official, Autodesk-endorsed guide to Civil 3D, the leading software for designing large-scale civic systems such as highways, subdivisions, and sewer systems Covers all the key concepts, the software interface, and best methods ...

International Financial Reporting Standards

A Practical Guide

This title gives private or public sector executives, managers, and financial analysts without a strong background in accounting the tools they need to participate in discussions and decisions on the appropriateness or application of International Financial Reporting Standards.

This title gives private or public sector executives, managers, and financial analysts without a strong background in accounting the tools they need to participate in discussions and decisions on the appropriateness or application of ...

Active Learning in Social Studies

Promoting Cognitive and Social Growth

... as level of cognitive behavior, 306-307 Computer skills, 189, 193, 380-382
Computers, 259-260, 261 Concept learning, 326-345 by discovery, 338-345
levels of, 328-330 measuring, 329-330 Concepts, 94-95 abstract, 334, 335-336
defined, ... 231-232 Descriptive data, 290, 291 Developmental education, see
Open education movement Developmental theories (learning), 38- 49 Diaries,
evaluation and, 462-463 Disciplines, social science, 101-102, 105-131 structure
of, 101-102, ...

Moonshine Talking

Join Shaklee and Amway, two enterprising aliens hell-bent on selling moonshine to the outer worlds. Towed into low Earth orbit, their penniless campaign immediately collides with human ambition and downhome hillbilly charm. Chief among their opposition is the new president-elect, a genuine backwoods Tennessee boy aided by his girlfriend from the stars. It's a silly, improbable tale of human folly and extraterrestrial nonsense.

Rastus knew the minimum altitude to clear en route obstacles and gripped the
control stick confidently. He'd flown blind before, a few times in Afghanistan all
shot to shit. This weren't nothing. Finally it brightened ahead signaling their
approach to the Gatlinburg area. Billie Sue had been studying the panel displays,
deciphering its moving electronic maps. She reached forward between the pilot's
seats and dialed in a GPS coordinate. “That's where we're going.” Rastus pushed
the stick ...

Tessa and Scott

Our Journey from Childhood Dream to Gold

The Canadian skaters who won the 2010 Olympic gold medal in ice dancing share their story, from their childhoods to world stardom, and discuss the behind-the-scenes reality of competitive skating.

The Canadian skaters who won the 2010 Olympic gold medal in ice dancing share their story, from their childhoods to world stardom, and discuss the behind-the-scenes reality of competitive skating.

How to Make Successful Appointments

Developed from a one-day training course, this pocket book offers readers the chance to positively enhance their performance and achieve greater business success. It is filled with practical tips and advice on how to get sales appointments.

Developed from a one-day training course, this pocket book offers readers the chance to positively enhance their performance and achieve greater business success.