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Applied Longitudinal Data Analysis: Modeling Change and Event Occurrence

Judith D. Singer and John B. Willett

Published in print:
2003
Published Online:
September 2009
ISBN:
9780195152968
eISBN:
9780199864980
Item type:
book
Publisher:
Oxford University Press
DOI:
10.1093/acprof:oso/9780195152968.001.0001
Subject:
Public Health and Epidemiology, Public Health, Epidemiology

Change is constant in everyday life. Infants crawl and then walk, children learn to read and write, teenagers mature in myriad ways, and the elderly become frail and forgetful. Beyond these natural ... More


Confirmatory Factor Analysis

Donna Harrington

Published in print:
2008
Published Online:
January 2009
ISBN:
9780195339888
eISBN:
9780199863662
Item type:
book
Publisher:
Oxford University Press
DOI:
10.1093/acprof:oso/9780195339888.001.0001
Subject:
Social Work, Research and Evaluation

Measures that are reliable, valid, and can be used across diverse populations are vital to social work research, but the development of new measures is an expensive and time-consuming process. An ... More


The Preferences of Insiders and Outsiders: Testing the Model's Assumptions about Individual Interests

David Rueda

in Social Democracy Inside Out: Partisanship and Labor Market Policy in Advanced Industrialized Democracies

Published in print:
2007
Published Online:
January 2008
ISBN:
9780199216352
eISBN:
9780191712241
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/acprof:oso/9780199216352.003.0003
Subject:
Political Science, Comparative Politics

This chapter has two main goals: to produce data that provide a complete picture of the preferences of insiders, outsiders, and upscale groups; and to test whether these preferences fit into the ... More


Introducing the Multilevel Model for Change

Judith D. Singer and John B. Willett

in Applied Longitudinal Data Analysis: Modeling Change and Event Occurrence

Published in print:
2003
Published Online:
September 2009
ISBN:
9780195152968
eISBN:
9780199864980
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/acprof:oso/9780195152968.003.0003
Subject:
Public Health and Epidemiology, Public Health, Epidemiology

This chapter introduces the multilevel model for change, demonstrating how it allows researchers to address within-person and between-person questions about change simultaneously. Although there are ... More


Treating TIME More Flexibly

Judith D. Singer and John B. Willett

in Applied Longitudinal Data Analysis: Modeling Change and Event Occurrence

Published in print:
2003
Published Online:
September 2009
ISBN:
9780195152968
eISBN:
9780199864980
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/acprof:oso/9780195152968.003.0005
Subject:
Public Health and Epidemiology, Public Health, Epidemiology

This chapter demonstrates how to apply the multilevel model to complex data sets. Section 5.1 begins by illustrating what to do when the number of waves is constant but their spacing is irregular. ... More


Examining the Multilevel Model’s Error Covariance Structure

Judith D. Singer and John B. Willett

in Applied Longitudinal Data Analysis: Modeling Change and Event Occurrence

Published in print:
2003
Published Online:
September 2009
ISBN:
9780195152968
eISBN:
9780199864980
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/acprof:oso/9780195152968.003.0007
Subject:
Public Health and Epidemiology, Public Health, Epidemiology

The previous chapters emphasized the fixed effects in the multilevel model for change. This chapter, in contrast, focuses on the model's random effects as embodied in its error covariance structure. ... More


Nested Voters: Citizen Choices Embedded in Political Contexts

Christopher J. Anderson and Russell J. Dalton

in Citizens, Context, and Choice: How Context Shapes Citizens' Electoral Choices

Published in print:
2010
Published Online:
January 2011
ISBN:
9780199599233
eISBN:
9780191595790
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/acprof:oso/9780199599233.003.0011
Subject:
Political Science, Comparative Politics

This chapter reviews the findings of this book and discusses their implications for the study of voter behavior. It argues that the effect of political institutions on voter behavior is typically ... More


Citizens, Context, and Choice: How Context Shapes Citizens' Electoral Choices

Russell J. Dalton and Christopher J. Anderson (eds)

Published in print:
2010
Published Online:
January 2011
ISBN:
9780199599233
eISBN:
9780191595790
Item type:
book
Publisher:
Oxford University Press
DOI:
10.1093/acprof:oso/9780199599233.001.0001
Subject:
Political Science, Comparative Politics

A large body of electoral studies and political party research argues that the institutional context defines incentives that shape citizen participation and voting choice. Based on the unique ... More


Marginal Modeling of Intensive Longitudinal Data by Generalized Estimating Equations

Joseph L. Schafer

in Models for Intensive Longitudinal Data

Published in print:
2006
Published Online:
March 2012
ISBN:
9780195173444
eISBN:
9780199847051
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/acprof:oso/9780195173444.003.0002
Subject:
Psychology, Social Psychology

The growth of semiparametric regression modeling through generalized estimating questions (GEE) is one of the most influential recent developments in statistical practice. GEE methods are attractive ... More


A Local Linear Estimation Procedure for Functional Multilevel Modeling

Runze Li, Tammy L. Root, and Saul Shiffman

in Models for Intensive Longitudinal Data

Published in print:
2006
Published Online:
March 2012
ISBN:
9780195173444
eISBN:
9780199847051
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/acprof:oso/9780195173444.003.0003
Subject:
Psychology, Social Psychology

Linear mixed models, also termed hierarchical linear models (HLM), have been particularly useful for researchers analyzing longitudinal data, but they are not appropriate for all types of ... More


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