Event history analysis: regression for longitudinal event data
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Beverly Hills [u.a.]
Sage
1984
|
| Ausgabe: | 1. print. |
| Schriftenreihe: | Quantitative applications in the social sciences
46 |
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | 87 S. |
| ISBN: | 0803920555 |
Internformat
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Datensatz im Suchindex
| _version_ | 1804114721686683648 |
|---|---|
| adam_text | Titel: Event history analysis
Autor: Allison, Paul David
Jahr: 1984
CONTENTS
Series Editor s Introduction 5
Acknowledgments 7
1. Introduction 9
Problems in the Analysis of Event Histories 10
An Overview of Event History Methods 11
2. A Discrete-Time Method 14
A Discrete-Time Example 15
The Discrete-Time Hazard Rate 16
A Logit Regression Model 17
Estimating the Model 18
Estimates for the Biochemistry Example 19
The Likelihood-Ratio Chi-Square Test 20
Problems with the Discrete-Time Method 21
Discrete Versus Continuous Time 22
3. Parametric Methods for Continuous-Time Data 22
The Continuous-Time Hazard Rate 23
Continuous-Time Regression Models 24
Maximum Likelihood Estimation 25
An Empirical Example 26
Censoring 28
Some Other Models 29
Choosing a Model 30
Unobserved Sources of Heterogeneity 32
4. Proportional Hazards and Partial Likelihood 33
The Proportional Hazards Model 34
Partial Likelihood 34
Time-Varying Explanatory Variables 36
Adequacy of the Proportional Hazards Model 38
Choice of Origin of the Time Scale 40
Partial Likelihood for Discrete-Time Data 41
5. Multiple Kinds of Events 42
A Classification of Multiple Kinds of Events 42
Estimation for Multiple Kinds of Events 45
Models for Competing Risks 46
An Empirical Example of Competing Risks 47
Dependence Among Different Kinds of Events 50
6. Repeated Events 51
A Simple Approach 51
Problems with Repeated Events 53
Extending the Recidivism Example 55
Left Censoring 56
7. Change of States 57
Transition Rates 58
An Analysis of Job Changes 59
Simplifying the Model 63
8. Conclusion 65
Appendix A: Maximum Likelihood and Partial Likelihood 67
Appendix B: Program Listings for GLIM, SAS,
and BMDP Examples 72
Appendix C: Computer Programs 78
Notes 81
References 83
About the Author 87
|
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| dewey-full | 901/.8 300/.724 |
| dewey-hundreds | 900 - History & geography 300 - Social sciences |
| dewey-ones | 901 - Philosophy and theory of history 300 - Social sciences |
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| dewey-search | 901/.8 300/.724 |
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| dewey-tens | 900 - History & geography 300 - Social sciences |
| discipline | Soziologie Geschichte Wirtschaftswissenschaften |
| edition | 1. print. |
| format | Book |
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| id | DE-604.BV000255747 |
| illustrated | Not Illustrated |
| indexdate | 2024-07-09T15:11:13Z |
| institution | BVB |
| isbn | 0803920555 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-000154448 |
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| physical | 87 S. |
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| publishDate | 1984 |
| publishDateSearch | 1984 |
| publishDateSort | 1984 |
| publisher | Sage |
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| series | Quantitative applications in the social sciences |
| series2 | Quantitative applications in the social sciences |
| spelling | Allison, Paul D. Verfasser (DE-588)130032336 aut Event history analysis regression for longitudinal event data Paul D. Allison 1. print. Beverly Hills [u.a.] Sage 1984 87 S. txt rdacontent n rdamedia nc rdacarrier Quantitative applications in the social sciences 46 Ciencias sociales - Modelos matemáticos Data-analyse gtt Event history analysis gtt Histoire - Méthodologie Sociale wetenschappen gtt Sozialwissenschaften Statistik Event history analysis Life Change Events Social Sciences methods Statistics Zeitreihenanalyse (DE-588)4067486-1 gnd rswk-swf Ereignisdatenanalyse (DE-588)4132103-0 gnd rswk-swf Soziologie (DE-588)4077624-4 gnd rswk-swf Statistische Analyse (DE-588)4116599-8 gnd rswk-swf Soziologie (DE-588)4077624-4 s Zeitreihenanalyse (DE-588)4067486-1 s 1\p DE-604 Ereignisdatenanalyse (DE-588)4132103-0 s 2\p DE-604 Statistische Analyse (DE-588)4116599-8 s 3\p DE-604 Quantitative applications in the social sciences 46 (DE-604)BV000005102 46 HBZ Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=000154448&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 2\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 3\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Allison, Paul D. Event history analysis regression for longitudinal event data Quantitative applications in the social sciences Ciencias sociales - Modelos matemáticos Data-analyse gtt Event history analysis gtt Histoire - Méthodologie Sociale wetenschappen gtt Sozialwissenschaften Statistik Event history analysis Life Change Events Social Sciences methods Statistics Zeitreihenanalyse (DE-588)4067486-1 gnd Ereignisdatenanalyse (DE-588)4132103-0 gnd Soziologie (DE-588)4077624-4 gnd Statistische Analyse (DE-588)4116599-8 gnd |
| subject_GND | (DE-588)4067486-1 (DE-588)4132103-0 (DE-588)4077624-4 (DE-588)4116599-8 |
| title | Event history analysis regression for longitudinal event data |
| title_auth | Event history analysis regression for longitudinal event data |
| title_exact_search | Event history analysis regression for longitudinal event data |
| title_full | Event history analysis regression for longitudinal event data Paul D. Allison |
| title_fullStr | Event history analysis regression for longitudinal event data Paul D. Allison |
| title_full_unstemmed | Event history analysis regression for longitudinal event data Paul D. Allison |
| title_short | Event history analysis |
| title_sort | event history analysis regression for longitudinal event data |
| title_sub | regression for longitudinal event data |
| topic | Ciencias sociales - Modelos matemáticos Data-analyse gtt Event history analysis gtt Histoire - Méthodologie Sociale wetenschappen gtt Sozialwissenschaften Statistik Event history analysis Life Change Events Social Sciences methods Statistics Zeitreihenanalyse (DE-588)4067486-1 gnd Ereignisdatenanalyse (DE-588)4132103-0 gnd Soziologie (DE-588)4077624-4 gnd Statistische Analyse (DE-588)4116599-8 gnd |
| topic_facet | Ciencias sociales - Modelos matemáticos Data-analyse Event history analysis Histoire - Méthodologie Sociale wetenschappen Sozialwissenschaften Statistik Life Change Events Social Sciences methods Statistics Zeitreihenanalyse Ereignisdatenanalyse Soziologie Statistische Analyse |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=000154448&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| volume_link | (DE-604)BV000005102 |
| work_keys_str_mv | AT allisonpauld eventhistoryanalysisregressionforlongitudinaleventdata |