Probabilistic Causality in Longitudinal Studies:
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
New York, NY
Springer New York
1994
|
| Schriftenreihe: | Lecture Notes in Statistics
92 |
| Schlagworte: | |
| Online-Zugang: | Volltext |
| Beschreibung: | In many applied fields of statistics the concept of causality is central to a scientific investigation. The author's aim in this book is to extend the classical theories of probabilistic causality to longitudinal settings and to propose that interesting causal questions can be related to causal effects which can change in time. The proposed prediction method in this study provides a framework to study the dynamics and the magnitudes of causal effects in a series of dependent events. Its usefulness is demonstrated by the analysis of two examples both drawn from biomedicine, one on bone marrow transplants and one on mental hospitalization. Consequently, statistical researchers and other scientists concerned with identifying causal relationships will find this an interesting and new approach to this problem |
| Beschreibung: | 1 Online-Ressource (VIII, 131p) |
| ISBN: | 9781461226840 9780387943671 |
| ISSN: | 0930-0325 |
| DOI: | 10.1007/978-1-4612-2684-0 |
Internformat
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Datensatz im Suchindex
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| any_adam_object | |
| author | Eerola, Mervi |
| author_facet | Eerola, Mervi |
| author_role | aut |
| author_sort | Eerola, Mervi |
| author_variant | m e me |
| building | Verbundindex |
| bvnumber | BV042420065 |
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| dewey-full | 519.2 |
| dewey-hundreds | 500 - Natural sciences and mathematics |
| dewey-ones | 519 - Probabilities and applied mathematics |
| dewey-raw | 519.2 |
| dewey-search | 519.2 |
| dewey-sort | 3519.2 |
| dewey-tens | 510 - Mathematics |
| discipline | Mathematik |
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| id | DE-604.BV042420065 |
| illustrated | Not Illustrated |
| indexdate | 2024-07-10T01:21:06Z |
| institution | BVB |
| isbn | 9781461226840 9780387943671 |
| issn | 0930-0325 |
| language | English |
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| spelling | Eerola, Mervi Verfasser aut Probabilistic Causality in Longitudinal Studies by Mervi Eerola New York, NY Springer New York 1994 1 Online-Ressource (VIII, 131p) txt rdacontent c rdamedia cr rdacarrier Lecture Notes in Statistics 92 0930-0325 In many applied fields of statistics the concept of causality is central to a scientific investigation. The author's aim in this book is to extend the classical theories of probabilistic causality to longitudinal settings and to propose that interesting causal questions can be related to causal effects which can change in time. The proposed prediction method in this study provides a framework to study the dynamics and the magnitudes of causal effects in a series of dependent events. Its usefulness is demonstrated by the analysis of two examples both drawn from biomedicine, one on bone marrow transplants and one on mental hospitalization. Consequently, statistical researchers and other scientists concerned with identifying causal relationships will find this an interesting and new approach to this problem Mathematics Distribution (Probability theory) Probability Theory and Stochastic Processes Mathematik Kausalität (DE-588)4030102-3 gnd rswk-swf Kausalanalyse (DE-588)4163511-5 gnd rswk-swf Indeterminismus (DE-588)4161482-3 gnd rswk-swf Längsschnittuntersuchung (DE-588)4034036-3 gnd rswk-swf Wahrscheinlichkeitsrechnung (DE-588)4064324-4 gnd rswk-swf Längsschnittuntersuchung (DE-588)4034036-3 s Kausalanalyse (DE-588)4163511-5 s 1\p DE-604 Wahrscheinlichkeitsrechnung (DE-588)4064324-4 s 2\p DE-604 Kausalität (DE-588)4030102-3 s 3\p DE-604 Indeterminismus (DE-588)4161482-3 s 4\p DE-604 https://doi.org/10.1007/978-1-4612-2684-0 Verlag Volltext 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 4\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Eerola, Mervi Probabilistic Causality in Longitudinal Studies Mathematics Distribution (Probability theory) Probability Theory and Stochastic Processes Mathematik Kausalität (DE-588)4030102-3 gnd Kausalanalyse (DE-588)4163511-5 gnd Indeterminismus (DE-588)4161482-3 gnd Längsschnittuntersuchung (DE-588)4034036-3 gnd Wahrscheinlichkeitsrechnung (DE-588)4064324-4 gnd |
| subject_GND | (DE-588)4030102-3 (DE-588)4163511-5 (DE-588)4161482-3 (DE-588)4034036-3 (DE-588)4064324-4 |
| title | Probabilistic Causality in Longitudinal Studies |
| title_auth | Probabilistic Causality in Longitudinal Studies |
| title_exact_search | Probabilistic Causality in Longitudinal Studies |
| title_full | Probabilistic Causality in Longitudinal Studies by Mervi Eerola |
| title_fullStr | Probabilistic Causality in Longitudinal Studies by Mervi Eerola |
| title_full_unstemmed | Probabilistic Causality in Longitudinal Studies by Mervi Eerola |
| title_short | Probabilistic Causality in Longitudinal Studies |
| title_sort | probabilistic causality in longitudinal studies |
| topic | Mathematics Distribution (Probability theory) Probability Theory and Stochastic Processes Mathematik Kausalität (DE-588)4030102-3 gnd Kausalanalyse (DE-588)4163511-5 gnd Indeterminismus (DE-588)4161482-3 gnd Längsschnittuntersuchung (DE-588)4034036-3 gnd Wahrscheinlichkeitsrechnung (DE-588)4064324-4 gnd |
| topic_facet | Mathematics Distribution (Probability theory) Probability Theory and Stochastic Processes Mathematik Kausalität Kausalanalyse Indeterminismus Längsschnittuntersuchung Wahrscheinlichkeitsrechnung |
| url | https://doi.org/10.1007/978-1-4612-2684-0 |
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