|
Books > Reference & Interdisciplinary > Communication studies > Research methods
|
Buy Now
Multilevel Modeling of Categorical Outcomes Using IBM SPSS (Hardcover, New)
Loot Price: R4,246
Discovery Miles 42 460
|
|
|
Multilevel Modeling of Categorical Outcomes Using IBM SPSS (Hardcover, New)
Series: Quantitative Methodology Series
Expected to ship within 10 - 15 working days
|
This is the first workbook that introduces the multilevel approach
to modeling with categorical outcomes using IBM SPSS Version 20.
Readers learn how to develop, estimate, and interpret multilevel
models with categorical outcomes. The authors walk readers through
data management, diagnostic tools, model conceptualization, and
model specification issues related to single-level and multilevel
models with categorical outcomes. Screen shots clearly demonstrate
techniques and navigation of the program. Modeling syntax is
provided in the appendix. Examples of various types of categorical
outcomes demonstrate how to set up each model and interpret the
output. Extended examples illustrate the logic of model
development, interpretation of output, the context of the research
questions, and the steps around which the analyses are structured.
Readers can replicate examples in each chapter by using the
corresponding data and syntax files available at
www.psypress.com/9781848729568. The book opens with a review of
multilevel with categorical outcomes, followed by a chapter on IBM
SPSS data management techniques to facilitate working with
multilevel and longitudinal data sets. Chapters 3 and 4 detail the
basics of the single-level and multilevel generalized linear model
for various types of categorical outcomes. These chapters review
underlying concepts to assist with trouble-shooting common
programming and modeling problems. Next population-average and
unit-specific longitudinal models for investigating individual or
organizational developmental processes are developed. Chapter 6
focuses on single- and multilevel models using multinomial and
ordinal data followed by a chapter on models for count data. The
book concludes with additional trouble shooting techniques and tips
for expanding on the modeling techniques introduced. Ideal as a
supplement for graduate level courses and/or professional workshops
on multilevel, longitudinal, latent variable modeling, multivariate
statistics, and/or advanced quantitative techniques taught in
psychology, business, education, health, and sociology, this
practical workbook also appeals to researchers in these fields. An
excellent follow up to the authors' highly successful Multilevel
and Longitudinal Modeling with IBM SPSS and Introduction to
Multilevel Modeling Techniques, 2nd Edition, this book can also be
used with any multilevel and/or longitudinal book or as a
stand-alone text introducing multilevel modeling with categorical
outcomes.
General
Is the information for this product incomplete, wrong or inappropriate?
Let us know about it.
Does this product have an incorrect or missing image?
Send us a new image.
Is this product missing categories?
Add more categories.
Review This Product
No reviews yet - be the first to create one!
|
You might also like..
|
Welcome to Loot.co.za!
Sign in / Register |Wishlists & Gift Vouchers |Help | Advanced search
