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The Resource Multilevel and longitudinal modeling using Stata, Sophia Rabe-Hesketh, Anders Skrondal

Multilevel and longitudinal modeling using Stata, Sophia Rabe-Hesketh, Anders Skrondal

Label
Multilevel and longitudinal modeling using Stata
Title
Multilevel and longitudinal modeling using Stata
Statement of responsibility
Sophia Rabe-Hesketh, Anders Skrondal
Creator
Contributor
Author
Subject
Language
eng
Summary
"Multilevel and Longitudinal Modeling Using Stata, Third Edition, discusses regression modeling of clustered or hierarchical data, such as data on students nested in schools, patients nested in hospitals, or employees nested in firms. Longitudinal data are also clustered with, for instance, repeated measurements on patients or several panel waves per survey respondent. Multilevel and longitudinal modeling can exploit the richness of such data and can disentangle processes operating at different levels. Assuming some knowledge of linear regression, this bestseller explains models and their assumptions, applies methods to real data using Stat, and shows how to interpret the results. Across volume, the 16 chapters and 144 exercises are based on the 110 datasets that span a wide range of disciplines, making the book suitable for courses in the medical, social, and behavioral sciences, and in applied statistics. Th[e] first volume is dedicated to models for continuous responses and is a prerequisite for the second volume on models for other response types. It contains two new chapters on longitudinal data, several new exercises and datasets, and has been thoroughly revised and updated for Stata 12. Following volume I on models for continuous responses, th[e] second volume covers models for all other important response types: binary, ordinal, and nominal (discrete choice) responses; counts; and discrete-time and continuous-time survival (durations). It contains three new chapters, several new exercises and datasets, and has been thoroughly revised and updated for Stata 12"--Covers
Related
Cataloging source
CLS
http://library.link/vocab/creatorName
Rabe-Hesketh, S
Dewey number
519.5/4
Illustrations
illustrations
Index
index present
LC call number
  • HA32
  • QA278.6
  • QA278.6
LC item number
  • R334 2012
  • .S57 2012
  • .R33 2012
Literary form
non fiction
Nature of contents
bibliography
http://library.link/vocab/relatedWorkOrContributorName
Skrondal, Anders
http://library.link/vocab/subjectName
  • Latent variables
  • Latent structure analysis
  • Mathematical statistics
  • Linear models (Statistics)
  • Multilevel models (Statistics)
  • Stata (Programa estadístico)
  • Estadística matemática
  • Ciencias sociales
  • Latent structure analysis
  • Latent variables
  • Linear models (Statistics)
  • Mathematical statistics
  • Multilevel models (Statistics)
Label
Multilevel and longitudinal modeling using Stata, Sophia Rabe-Hesketh, Anders Skrondal
Instantiates
Publication
Bibliography note
  • Includes bibliographical references and index
  • Includes bibliographical references (pages [941]-953) and indexes
Carrier category
volume
Carrier category code
nc
Carrier MARC source
rdacarrier
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
v. 1. Continuous responses -- v. 2. Categorical responses, counts, and survival
Control code
787853271
Dimensions
24 cm
Edition
3rd ed.
Extent
2 volumes (xxx, xxiii, 974 pages)
Isbn
9781597181037
Isbn Type
(v. I)
Lccn
2012392863
Media category
unmediated
Media MARC source
rdamedia
Media type code
n
Other physical details
illustrations
System control number
(OCoLC)787853271
Label
Multilevel and longitudinal modeling using Stata, Sophia Rabe-Hesketh, Anders Skrondal
Publication
Bibliography note
  • Includes bibliographical references and index
  • Includes bibliographical references (pages [941]-953) and indexes
Carrier category
volume
Carrier category code
nc
Carrier MARC source
rdacarrier
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
v. 1. Continuous responses -- v. 2. Categorical responses, counts, and survival
Control code
787853271
Dimensions
24 cm
Edition
3rd ed.
Extent
2 volumes (xxx, xxiii, 974 pages)
Isbn
9781597181037
Isbn Type
(v. I)
Lccn
2012392863
Media category
unmediated
Media MARC source
rdamedia
Media type code
n
Other physical details
illustrations
System control number
(OCoLC)787853271

Library Locations

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      38.944491 -92.326012
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