Multilevel synthesis: from the group to the individual
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| Main Author: | |
|---|---|
| Format: | Book |
| Language: | English French |
| Published: |
Dordrecht
Springer
2007
|
| Edition: | 1. Ed. |
| Series: | The Springer Series on Demographic Methods and Population Analysis
18 |
| Subjects: | |
| Online Access: | Inhaltstext Inhaltsverzeichnis |
| Physical Description: | XXVII, 226 S. graf. Darst., Kt. |
| ISBN: | 1402056214 9781402056215 |
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MARC
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| 245 | 1 | 0 | |a Multilevel synthesis |b from the group to the individual |c by Daniel Courgeau |
| 250 | |a 1. Ed. | ||
| 264 | 1 | |a Dordrecht |b Springer |c 2007 | |
| 300 | |a XXVII, 226 S. |b graf. Darst., Kt. | ||
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Record in the Search Index
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CONTENTS
Acknowledgments
. xi
General
Introduction
. xiii
From Aggregate Level
. xiv
.
To Individual Level
. xvii
.
Toward
Recomposition
and Multilevel Synthesis
. xix
How Our Work will Address the Synthesis
. xxiii
Summary
. xxix
PART I From Macro/Micro Opposition to Multilevel Analysis
1.
Period Analysis of Social Groups
. 3
1.1.
From a Descriptive Approach to a Statistical
Period Analysis
. 4
Observing a Single Characteristic
. 7
Observing Several Characteristics
. 14
Current Extensions of the Approach
. 16
1.2.
Underlying Paradigm
. 19
1.3.
Methodological Issues
. 20
Synthetic Indices that are Hard to Interpret
. 20
Regressions that are Hard to Interpret
. 21
The Ecological Fallacy
. 24
2.
Introduction of Seniority in the Group
. 27
2.1.
Introduction of Time Lived by the Generation or Cohort
. 28
Definition of Populations Studied
and of the Temporality Used
. 28
Relationships between Phenomena and Population
Homogeneity
. 29
Implementation of Cohort Analysis
. 30
Extension to Multi-state Models
. 36
vii
viii CONTENTS
2.2.
Paradigm of the Cohort Approach
. 36
2.3.
Methodological Issues
. 38
3.
Analyzing Individual Data
. 43
3.1.
Establishing Event-History Analysis
. 44
Introducing Individual Behaviors
. 44
Introducing Time Regressions
. 51
3.2.
Paradigm of Event-History Approach
. 58
3.3.
Problems Encountered with this Approach
. 62
Unobserved Heterogeneity
. 62
Risk of Atomistic Fallacy
. 65
4.
Toward a Contextual and Multilevel Analysis
. 67
4.1.
Establishing the Analysis
. 67
From Contextual Analysis
. 68
.
.to a Multilevel Analysis
. 73
4.2.
Toward a Synthetic Paradigm
. 79
PART II Multilevel Analysis
5.
Defining Levels
. 83
5.1.
Different Types of Levels
. 84
Social or Economic Groups with Obvious
Effects
. 84
Geographic and Administrative Groups with Less
Direct Effects
. 86
5.2.
Different Types of Nestings
. 88
Period Observation
. 88
Event-history Observation
. 90
5.3.
Conclusion
. 92
6.
Linear Analysis of Continuous Characteristics
. 93
6.1.
A Two-Level Linear-Regression Model
. 94
6.2.
Estimating the Model Parameters
. 95
6.3.
Risks of Erroneous Inference
. 105
Imputation to a Given Level of the Effect of Omitted Fixed
Characteristics
. 105
Imputation of Random Effects to an Incorrect Aggregation
Level
. 109
Modifying the Dependent Characteristic to Obtain a Normal
Distribution of Residuals
. 119
Conclusion
. 122
CONTENTS ix
7.
Analysis of Discrete Characteristics
. 125
7.1.
A Two-Level Generalized Linear-Regression Model
. 126
7.2.
Modeling Binary Data
. 128
7.3.
Modeling Polytomous Data
. 136
Models to Explain Nominal Characteristics
. 138
Models to Explain Ordinal Characteristics
. 143
Modeling an Event Count
. 151
7.4.
Conclusion
. 159
8.
Multilevel Event-History Analysis
. 161
8.1.
Existing Data and Sources to Establish
. 162
8.2.
A Two-Level Model for Event-History Analysis
. 165
8.3.
Estimating the Model's Parameters
. 168
Conclusion
. 188
General Conclusion
. 189
A Historical Path from Holism to Individualism
. 189
.
Superseded by a Multilevel Viewpoint
. 191
Probabilities: Objectivist, Subjectivist or Logicist Point of View
195
Toward a more Complete Theory in Social Science
. 197
Appendix
1
Glossary of Epistemological Terms
. 201
Appendix
2
Main Software Programs Suitable for Multilevel
Demographic Analysis
. 203
Bibliography
. 205
Author Index
. 217
Subject Index
. 221 |
| adam_txt |
CONTENTS
Acknowledgments
. xi
General
Introduction
. xiii
From Aggregate Level
. xiv
.
To Individual Level
. xvii
.
Toward
Recomposition
and Multilevel Synthesis
. xix
How Our Work will Address the Synthesis
. xxiii
Summary
. xxix
PART I From Macro/Micro Opposition to Multilevel Analysis
1.
Period Analysis of Social Groups
. 3
1.1.
From a Descriptive Approach to a Statistical
Period Analysis
. 4
Observing a Single Characteristic
. 7
Observing Several Characteristics
. 14
Current Extensions of the Approach
. 16
1.2.
Underlying Paradigm
. 19
1.3.
Methodological Issues
. 20
Synthetic Indices that are Hard to Interpret
. 20
Regressions that are Hard to Interpret
. 21
The Ecological Fallacy
. 24
2.
Introduction of Seniority in the Group
. 27
2.1.
Introduction of Time Lived by the Generation or Cohort
. 28
Definition of Populations Studied
and of the Temporality Used
. 28
Relationships between Phenomena and Population
Homogeneity
. 29
Implementation of Cohort Analysis
. 30
Extension to Multi-state Models
. 36
vii
viii CONTENTS
2.2.
Paradigm of the Cohort Approach
. 36
2.3.
Methodological Issues
. 38
3.
Analyzing Individual Data
. 43
3.1.
Establishing Event-History Analysis
. 44
Introducing Individual Behaviors
. 44
Introducing Time Regressions
. 51
3.2.
Paradigm of Event-History Approach
. 58
3.3.
Problems Encountered with this Approach
. 62
Unobserved Heterogeneity
. 62
Risk of Atomistic Fallacy
. 65
4.
Toward a Contextual and Multilevel Analysis
. 67
4.1.
Establishing the Analysis
. 67
From Contextual Analysis
. 68
.
.to a Multilevel Analysis
. 73
4.2.
Toward a Synthetic Paradigm
. 79
PART II Multilevel Analysis
5.
Defining Levels
. 83
5.1.
Different Types of Levels
. 84
Social or Economic Groups with Obvious
Effects
. 84
Geographic and Administrative Groups with Less
Direct Effects
. 86
5.2.
Different Types of Nestings
. 88
Period Observation
. 88
Event-history Observation
. 90
5.3.
Conclusion
. 92
6.
Linear Analysis of Continuous Characteristics
. 93
6.1.
A Two-Level Linear-Regression Model
. 94
6.2.
Estimating the Model Parameters
. 95
6.3.
Risks of Erroneous Inference
. 105
Imputation to a Given Level of the Effect of Omitted Fixed
Characteristics
. 105
Imputation of Random Effects to an Incorrect Aggregation
Level
. 109
Modifying the Dependent Characteristic to Obtain a Normal
Distribution of Residuals
. 119
Conclusion
. 122
CONTENTS ix
7.
Analysis of Discrete Characteristics
. 125
7.1.
A Two-Level Generalized Linear-Regression Model
. 126
7.2.
Modeling Binary Data
. 128
7.3.
Modeling Polytomous Data
. 136
Models to Explain Nominal Characteristics
. 138
Models to Explain Ordinal Characteristics
. 143
Modeling an Event Count
. 151
7.4.
Conclusion
. 159
8.
Multilevel Event-History Analysis
. 161
8.1.
Existing Data and Sources to Establish
. 162
8.2.
A Two-Level Model for Event-History Analysis
. 165
8.3.
Estimating the Model's Parameters
. 168
Conclusion
. 188
General Conclusion
. 189
A Historical Path from Holism to Individualism
. 189
.
Superseded by a Multilevel Viewpoint
. 191
Probabilities: Objectivist, Subjectivist or Logicist Point of View
195
Toward a more Complete Theory in Social Science
. 197
Appendix
1
Glossary of Epistemological Terms
. 201
Appendix
2
Main Software Programs Suitable for Multilevel
Demographic Analysis
. 203
Bibliography
. 205
Author Index
. 217
Subject Index
. 221 |
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| illustrated | Illustrated |
| index_date | 2024-07-02T21:01:53Z |
| indexdate | 2024-07-20T09:41:56Z |
| institution | BVB |
| isbn | 1402056214 9781402056215 |
| language | English French |
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| spelling | Courgeau, Daniel Verfasser aut Multilevel synthesis from the group to the individual by Daniel Courgeau 1. Ed. Dordrecht Springer 2007 XXVII, 226 S. graf. Darst., Kt. txt rdacontent n rdamedia nc rdacarrier The Springer Series on Demographic Methods and Population Analysis 18 Demography Methodology Multilevel models (Statistics) Erscheint auch als Online-Ausgabe 978-1-4020-5622-2 The Springer Series on Demographic Methods and Population Analysis 18 (DE-604)BV022289640 18 text/html http://deposit.dnb.de/cgi-bin/dokserv?id=2863654&prov=M&dok_var=1&dok_ext=htm Inhaltstext Digitalisierung UB Bamberg application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=016525636&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Courgeau, Daniel Multilevel synthesis from the group to the individual The Springer Series on Demographic Methods and Population Analysis Demography Methodology Multilevel models (Statistics) |
| title | Multilevel synthesis from the group to the individual |
| title_auth | Multilevel synthesis from the group to the individual |
| title_exact_search | Multilevel synthesis from the group to the individual |
| title_exact_search_txtP | Multilevel synthesis from the group to the individual |
| title_full | Multilevel synthesis from the group to the individual by Daniel Courgeau |
| title_fullStr | Multilevel synthesis from the group to the individual by Daniel Courgeau |
| title_full_unstemmed | Multilevel synthesis from the group to the individual by Daniel Courgeau |
| title_short | Multilevel synthesis |
| title_sort | multilevel synthesis from the group to the individual |
| title_sub | from the group to the individual |
| topic | Demography Methodology Multilevel models (Statistics) |
| topic_facet | Demography Methodology Multilevel models (Statistics) |
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