Graphical models for event history analysis based on local independence:
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Berlin
Logos-Verl.
2001
|
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | Zugl.: Dortmund, Univ., Diss., 2000 |
| Beschreibung: | 183 S. graph. Darst. : 24 cm |
| ISBN: | 389722593X |
Internformat
MARC
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| 245 | 1 | 0 | |a Graphical models for event history analysis based on local independence |c vorgelegt von Vanessa Didelez |
| 264 | 1 | |a Berlin |b Logos-Verl. |c 2001 | |
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| 500 | |a Zugl.: Dortmund, Univ., Diss., 2000 | ||
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| 943 | 1 | |a oai:aleph.bib-bvb.de:BVB01-009279104 | |
Datensatz im Suchindex
| _version_ | 1807504396868648960 |
|---|---|
| adam_text |
CONTENTS
INTRODUCTION
9
1
GRAPHS
13
1.1
NOTATION
AND
TERMINOLOGY
.
13
1.2
GRAPH
SEPARATION
.
20
2
GRAPHICAL
MODELS
FOR
RANDOM
STRUCTURES
IN
TIME
33
2.1
CONDITIONAL
INDEPENDENCE
GRAPHS
.
34
2.1.1
CONDITIONAL
INDEPENDENCE
MODELS
.
40
2.1.2
DYNAMIC
INTERACTION
MODELS
.
46
2.1.3
PARTIAL
CORRELATION
GRAPHS
FOR
TIME
SERIES
.
51
2.2
CAUSALITY
GRAPHS
.
54
3
LOCAL
INDEPENDENCE
57
3.1
BASIC
CONCEPTS
OF
EVENT
HISTORY
ANALYSIS
.
58
3.2
LOCAL
INDEPENDENCE
.
65
3.2.1
LOCAL
INDEPENDENCE
AS
IRRELEVANCE
RELATION
.
69
3.2.2
LOCAL
INDEPENDENCE
AND
MULTI-STATE
PROCESSES
.
75
3.2.3
LOCAL
INDEPENDENCE
FOR
MARKOV
PROCESSES
.
78
4
LOCAL
INDEPENDENCE
GRAPHS
87
4.1
DYNAMIC
MARKOV
PROPERTIES
.
88
4.2
FACTORIZATION
OF
THE
LIKELIHOOD
.
95
4.3
COLLAPSIBILITY
.
102
4.3.1
WEAK
COLLAPSIBILITY
.
103
4.3.2
STRONG
COLLAPSIBILITY
.
106
8
CONTENTS
4.4
LOCAL
INDEPENDENCE
GRAPHS
FOR
STOPPED
PROCESSES
.
107
4.5
CAUSAL
REASONING
IN
LOCAL
INDEPENDENCE
GRAPHS
.
ILL
4.5.1
CAUSAL
GRAPHS
.
112
4.5.2
INTERVENTION
GRAPHS
AND
IDENTIFIABILITY
.
115
4.5.3
OPEN
QUESTIONS
.
117
5
STATISTICAL
INFERENCE
FOR
LOCAL
INDEPENDENCE
GRAPHS
123
5.1
PRELIMINARIES
.
124
5.2
MODELS
FOR
AGGREGATED
COUNTING
PROCESSES
.
127
5.2.1
MAXIMUM
LIKELIHOOD
ESTIMATION
.
129
5.2.2
LR
TESTS
FOR
COMPOSABLE
MARKOV
PROCESSES
.
130
5.2.3
NONPARAMETRIC
INFERENCE
.
132
5.3
REGRESSION
MODELS
.
139
5.3.1
MAXIMUM
LIKELIHOOD
ESTIMATION
.
142
5.3.2
SEMIPARAMETRIC
ESTIMATION
FOR
MULTIPLICATIVE
HAZARDS
.
146
DISCUSSION
151
A
CONDITIONAL
EXPECTATION
AND
CONDITIONAL
INDEPENDENCE
155
A.L
CONDITIONAL
EXPECTATION
.
155
A.
2
CONDITIONAL
INDEPENDENCE
.
159
B
STOCHASTIC
PROCESSES
163
B.L
BASIC
NOTIONS
.
163
B.2
THE
DOOB-MEYER
DECOMPOSITION
.
167
C
NOTATIONS
171
BIBLIOGRAPHY
177
ACKNOWLEDGEMENTS
183 |
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| genre | (DE-588)4113937-9 Hochschulschrift gnd-content |
| genre_facet | Hochschulschrift |
| id | DE-604.BV013585753 |
| illustrated | Illustrated |
| indexdate | 2024-08-16T01:08:37Z |
| institution | BVB |
| isbn | 389722593X |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-009279104 |
| oclc_num | 50428318 |
| open_access_boolean | |
| owner | DE-384 |
| owner_facet | DE-384 |
| physical | 183 S. graph. Darst. : 24 cm |
| publishDate | 2001 |
| publishDateSearch | 2001 |
| publishDateSort | 2001 |
| publisher | Logos-Verl. |
| record_format | marc |
| spelling | Didelez, Vanessa Verfasser aut Graphical models for event history analysis based on local independence vorgelegt von Vanessa Didelez Berlin Logos-Verl. 2001 183 S. graph. Darst. : 24 cm txt rdacontent n rdamedia nc rdacarrier Zugl.: Dortmund, Univ., Diss., 2000 Graphisches Modell (DE-588)4606156-3 gnd rswk-swf Multivariate Analyse (DE-588)4040708-1 gnd rswk-swf (DE-588)4113937-9 Hochschulschrift gnd-content Multivariate Analyse (DE-588)4040708-1 s Graphisches Modell (DE-588)4606156-3 s DE-604 DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=009279104&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Didelez, Vanessa Graphical models for event history analysis based on local independence Graphisches Modell (DE-588)4606156-3 gnd Multivariate Analyse (DE-588)4040708-1 gnd |
| subject_GND | (DE-588)4606156-3 (DE-588)4040708-1 (DE-588)4113937-9 |
| title | Graphical models for event history analysis based on local independence |
| title_auth | Graphical models for event history analysis based on local independence |
| title_exact_search | Graphical models for event history analysis based on local independence |
| title_full | Graphical models for event history analysis based on local independence vorgelegt von Vanessa Didelez |
| title_fullStr | Graphical models for event history analysis based on local independence vorgelegt von Vanessa Didelez |
| title_full_unstemmed | Graphical models for event history analysis based on local independence vorgelegt von Vanessa Didelez |
| title_short | Graphical models for event history analysis based on local independence |
| title_sort | graphical models for event history analysis based on local independence |
| topic | Graphisches Modell (DE-588)4606156-3 gnd Multivariate Analyse (DE-588)4040708-1 gnd |
| topic_facet | Graphisches Modell Multivariate Analyse Hochschulschrift |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=009279104&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| work_keys_str_mv | AT didelezvanessa graphicalmodelsforeventhistoryanalysisbasedonlocalindependence |