Event history analysis with Stata:
Gespeichert in:
Weitere beteiligte Personen: | , , |
---|---|
Format: | Buch |
Sprache: | Englisch |
Veröffentlicht: |
New York ; London
Psychology Press
2009
|
Ausgabe: | Reprinted |
Schlagwörter: | |
Links: | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=022520100&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
Umfang: | viii, 300 Seiten Diagramme |
ISBN: | 9780805860467 9780805860474 |
Internformat
MARC
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245 | 1 | 0 | |a Event history analysis with Stata |c edited by Hans-Peter Blossfeld (Otto-Friedrich Universität Bamberg), Katrin Golsch (University of Cologne), Götz Rohwer (Ruhr-Universität Bochum |
250 | |a Reprinted | ||
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Datensatz im Suchindex
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---|---|
adam_text | Contents
Preface
vii
1
Introduction
1
1.1
Causal
Modeling and Observation Plans
............ 4
1.1.1
Cross-Sectional Data
................... 5
1.1.2
Panel Data
........................ 13
1.1.3
Event History Data
................... 19
1.2
Event History Analysis and Causal Modeling
......... 21
2
Event History Data Structures
38
2.1
Basic Terminology
........................ 38
2.2
Event History Data Organization
................ 42
3
Nonparametric Descriptive Methods
58
3.1
Life Table Method
........................ 58
3.2
Product-Limit Estimation
.................... 72
3.3
Comparing Survivor Functions
................. 76
4
Exponential Transition Rate Models
87
4.1
The Basic Exponential Model
.................. 88
4.1.1
Maximum Likelihood Estimation
............89
4.1.2
Models without Covariates
............... 91
4.1.3
Time-Constant Covariates
................ 94
4.2
Models with Multiple Destinations
...............101
4.3
Models with Multiple Episodes
.................109
5
Piecewise Constant Exponential Models
116
5.1
The Basic Model
.........................116
5.2
Models without Covariates
....................118
5.3
Models with Proportional Covariate Effects
..........122
5.4
Models with Period-Specific Effects
...............123
6
Exponential Models with Time-Dependent Covariates
128
6.1
Parallel and Interdependent Processes
.............128
6.2
Interdependent Processes: The System Approach
.......131
6.3
Interdependent Processes: The Causal Approach
.......135
6.4
Episode Splitting with Qualitative Covariates
.........137
6.5
Episode Splitting with Quantitative Covariates
........147
6.6
Application Examples
......................152
VI
CONTENTS
7
Parametric
Models
of Time-Dependence
182
7.1
Interpretation of Time-Dependence
...............183
7.2
Gompertz Models
.........................186
7.3
Weibull Models
..........................196
7.4
Log-Logistic Models
.......................204
7.5
Log-Normal Models
.......................210
8
Methods to Check Parametric Assumptions
216
8.1
Simple Graphical Methods
....................216
8.2
Pseudoresiduals
..........................218
9
Semiparametric Transition Rate Models
223
9.1
Partial Likelihood Estimation
..................224
9.2
Time-Dependent Covariates
...................228
9.3
The Proportionality Assumption
................233
9.4
Baseline Rates and Survivor Functions
.............238
9.5
Application Example
.......................243
10
Problems of Model Specification
247
10.1
Unobserved Heterogeneity
....................247
10.2
Models with a Mixture Distribution
..............253
10.2.1
Models with a Gamma Mixture
.............256
10.2.2
Exponential Models with a Gamma Mixture
.....259
10.2.3
Weibull Models with a Gamma Mixture
........261
10.3
Discussion
.............................265
References
271
About the Authors
293
Index
295
|
any_adam_object | 1 |
author2 | Blossfeld, Hans-Peter 1954- Golsch, Katrin Rohwer, Götz 1947-2021 |
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building | Verbundindex |
bvnumber | BV037366672 |
classification_rvk | MR 2100 MR 2200 MR 2600 QH 252 ST 601 |
ctrlnum | (OCoLC)682105755 (DE-599)BVBBV037366672 |
discipline | Informatik Soziologie Wirtschaftswissenschaften |
edition | Reprinted |
format | Book |
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id | DE-604.BV037366672 |
illustrated | Not Illustrated |
indexdate | 2024-12-20T15:15:19Z |
institution | BVB |
isbn | 9780805860467 9780805860474 |
language | English |
oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-022520100 |
oclc_num | 682105755 |
open_access_boolean | |
owner | DE-473 DE-BY-UBG DE-N2 DE-20 DE-634 |
owner_facet | DE-473 DE-BY-UBG DE-N2 DE-20 DE-634 |
physical | viii, 300 Seiten Diagramme |
publishDate | 2009 |
publishDateSearch | 2009 |
publishDateSort | 2009 |
publisher | Psychology Press |
record_format | marc |
spellingShingle | Event history analysis with Stata Stata (DE-588)4617285-3 gnd Ereignisdatenanalyse (DE-588)4132103-0 gnd |
subject_GND | (DE-588)4617285-3 (DE-588)4132103-0 |
title | Event history analysis with Stata |
title_auth | Event history analysis with Stata |
title_exact_search | Event history analysis with Stata |
title_full | Event history analysis with Stata edited by Hans-Peter Blossfeld (Otto-Friedrich Universität Bamberg), Katrin Golsch (University of Cologne), Götz Rohwer (Ruhr-Universität Bochum |
title_fullStr | Event history analysis with Stata edited by Hans-Peter Blossfeld (Otto-Friedrich Universität Bamberg), Katrin Golsch (University of Cologne), Götz Rohwer (Ruhr-Universität Bochum |
title_full_unstemmed | Event history analysis with Stata edited by Hans-Peter Blossfeld (Otto-Friedrich Universität Bamberg), Katrin Golsch (University of Cologne), Götz Rohwer (Ruhr-Universität Bochum |
title_short | Event history analysis with Stata |
title_sort | event history analysis with stata |
topic | Stata (DE-588)4617285-3 gnd Ereignisdatenanalyse (DE-588)4132103-0 gnd |
topic_facet | Stata Ereignisdatenanalyse |
url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=022520100&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
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