Event history and survival analysis:
Saved in:
| Previous Title: | Allison, Paul David Event history analysis |
|---|---|
| Main Author: | |
| Format: | Book |
| Language: | English |
| Published: |
Los Angeles [u.a.]
Sage
2014
|
| Edition: | 2. ed. |
| Series: | Quantitative applications in the social sciences
46 |
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Physical Description: | XVI, 93 S. graph. Darst. |
| ISBN: | 9781412997706 |
Staff View
MARC
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| 245 | 1 | 0 | |a Event history and survival analysis |c Paul D. Allison |
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| 300 | |a XVI, 93 S. |b graph. Darst. | ||
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Record in the Search Index
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| adam_text | BRIEF
CONTENTS
About the Author
xi
Series Editor s Introduction
xiii
John Fox
Preface to the Second Edition
xv
1.
Introduction
1
2.
Discrete-Time Methods
7
3.
Parametric Methods for Continuous-Time Data
19
4.
Cox Regression
33
5.
Multiple Kinds of Events
53
6.
Repeated Events
67
7.
Conclusion
77
Appendix
79
References
85
Index
89
DETAILED CONTENTS
About the Author
xi
Series Editor s Introduction
xiii
John Fox
Preface to the Second Edition
xv
1.
Introduction
1
Problems in the Analysis of Event Histories
2
An Overview of Event History Methods
3
Computing
6
2.
Discrete-Time Methods
7
A Discrete-Time Example
7
The Discrete-Time Hazard
8
A Logistic Regression Model
9
Estimating the Model
10
Estimates for the Biochemistry Example
11
The Likelihood-Ratio Chi-Square Test
12
Issues With the Discrete-Time Logistic Method
13
Censoring
15
Discrete Versus Continuous Time
17
3.
Parametric Methods for Continuous-Time Data
19
The Continuous-Time Hazard Rate
19
Parametric Proportional Hazards Models
20
Maximum Likelihood Estimation
22
An Empirical Example
22
Accelerated Failure Time Models
26
Evaluating Model Fit
27
Unobserved Sources of Heterogeneity
30
Why Parametric Models?
31
4.
Cox Regression
33
The Proportional Hazards Model
33
Partial Likelihood
34
Partial
Likelihood
Applied
to the Recidivism Data
35
Time-Varying Explanatory Variables
35
Implementing Models with Time-Varying Explanatory Variables
38
Testing and Relaxing the Proportional Hazards Assumption
42
Choice of Origin for the Measurement of Time
48
Cox Regression for Discrete-Time Data
49
Predictions Based on the Cox Model
50
5.
Multiple Kinds of Events
53
A Classification of Multiple Kinds of Events
53
Estimation for Parallel Processes
55
Models for Competing Risks
56
An Empirical Example of Competing Risks
57
Dependence Among Different Kinds of Events
61
Cumulative Incidence Functions
62
6.
Repeated Events
67
Count Data Models for Repeated Events
68
Methods Based on Gap Times
68
Methods Based on Times Since Origin
72
Extensions
74
7.
Conclusion
77
Appendix
79
Maximum Likelihood
79
Partial Likelihood
80
Discrete-Time Likelihood Function for Non-Repeated Events
83
References
85
Index
89
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| id | DE-604.BV041791166 |
| illustrated | Illustrated |
| indexdate | 2024-07-10T01:05:28Z |
| institution | BVB |
| isbn | 9781412997706 |
| language | English |
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| physical | XVI, 93 S. graph. Darst. |
| publishDate | 2014 |
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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 and survival analysis Paul D. Allison 2. ed. Los Angeles [u.a.] Sage 2014 XVI, 93 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier Quantitative applications in the social sciences 46 Ereignisdatenanalyse (DE-588)4132103-0 gnd rswk-swf Zeitreihenanalyse (DE-588)4067486-1 gnd rswk-swf Ereignisdatenanalyse (DE-588)4132103-0 s Zeitreihenanalyse (DE-588)4067486-1 s DE-604 1. Auflage Allison, Paul David Event history analysis Quantitative applications in the social sciences 46 (DE-604)BV000005102 46 Digitalisierung UB Bamberg - ADAM Catalogue Enrichment application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027236785&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Allison, Paul D. Event history and survival analysis Quantitative applications in the social sciences Ereignisdatenanalyse (DE-588)4132103-0 gnd Zeitreihenanalyse (DE-588)4067486-1 gnd |
| subject_GND | (DE-588)4132103-0 (DE-588)4067486-1 |
| title | Event history and survival analysis |
| title_auth | Event history and survival analysis |
| title_exact_search | Event history and survival analysis |
| title_full | Event history and survival analysis Paul D. Allison |
| title_fullStr | Event history and survival analysis Paul D. Allison |
| title_full_unstemmed | Event history and survival analysis Paul D. Allison |
| title_old | Allison, Paul David Event history analysis |
| title_short | Event history and survival analysis |
| title_sort | event history and survival analysis |
| topic | Ereignisdatenanalyse (DE-588)4132103-0 gnd Zeitreihenanalyse (DE-588)4067486-1 gnd |
| topic_facet | Ereignisdatenanalyse Zeitreihenanalyse |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027236785&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| volume_link | (DE-604)BV000005102 |
| work_keys_str_mv | AT allisonpauld eventhistoryandsurvivalanalysis |