Statistics in the social and behavioral sciences series
INTERNAL BIBLIOGRAPHIES/INDEXES NOTE
Text of Note
Includes bibliographical references and index.
CONTENTS NOTE
Text of Note
Authors -- Linear models -- An introduction to multilevel data structure -- Fitting two-level models in R -- Three-level and higher models -- Longitudinal data analysis using multilevel models -- Graphing data in multilevel contexts -- Brief introduction to generalized linear models -- Multilevel generalized linear models (MGLMs) -- Bayesian multilevel modeling -- Advanced issues in multilevel modeling -- References -- Index.
0
SUMMARY OR ABSTRACT
Text of Note
"This book presents the theory and practice of major multilevel modeling techniques in a variety of contexts using R as the software tool. It describes the applications and extensions of multilevel modeling with special emphasis on the use of R to conduct the analyses and interpret the resulting output. The book is designed for researchers, data analysts, and upper-level undergraduate and graduate students taking a course on multilevel modeling or statistical modeling"--Publisher's description.
ACQUISITION INFORMATION NOTE
Source for Acquisition/Subscription Address
Taylor & Francis
Stock Number
9781351062268
OTHER EDITION IN ANOTHER MEDIUM
Title
Multilevel modeling using R.
International Standard Book Number
9781138480711
TOPICAL NAME USED AS SUBJECT
Multivariate analysis.
R (Computer program language)
Social sciences-- Statistical methods.
MATHEMATICS-- Probability & Statistics-- General.
Multivariate analysis.
R (Computer program language)
Social sciences-- Statistical methods.
(SUBJECT CATEGORY (Provisional
JMB
MAT-- 029000
DEWEY DECIMAL CLASSIFICATION
Number
005
.
5/5
Edition
23
LIBRARY OF CONGRESS CLASSIFICATION
Class number
HA31
.
35
PERSONAL NAME - PRIMARY RESPONSIBILITY
Finch, W. Holmes, (William Holmes)
PERSONAL NAME - ALTERNATIVE RESPONSIBILITY
Bolin, Jocelyn E.
Kelley, Ken, (Professor of information technology)