Causation in Population Health Informatics and Data Science

Causation in Population Health Informatics and Data Science
Author: Olaf Dammann
Publisher: Springer
Total Pages: 139
Release: 2018-10-29
Genre: Medical
ISBN: 3319963074

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Marketing text: This book covers the overlap between informatics, computer science, philosophy of causation, and causal inference in epidemiology and population health research. Key concepts covered include how data are generated and interpreted, and how and why concepts in health informatics and the philosophy of science should be integrated in a systems-thinking approach. Furthermore, a formal epistemology for the health sciences and public health is suggested. Causation in Population Health Informatics and Data Science provides a detailed guide of the latest thinking on causal inference in population health informatics. It is therefore a critical resource for all informaticians and epidemiologists interested in the potential benefits of utilising a systems-based approach to causal inference in health informatics.


Causation in Population Health Informatics and Data Science
Language: en
Pages: 139
Authors: Olaf Dammann
Categories: Medical
Type: BOOK - Published: 2018-10-29 - Publisher: Springer

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Marketing text: This book covers the overlap between informatics, computer science, philosophy of causation, and causal inference in epidemiology and population
Causation in Population Health Informatics and Data Science
Language: en
Pages: 134
Authors: Olaf Dammann
Categories: Data mining
Type: BOOK - Published: 2019 - Publisher:

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Marketing text: This book covers the overlap between informatics, computer science, philosophy of causation, and causal inference in epidemiology and population
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Type: BOOK - Published: 2020-08-28 - Publisher: Springer Nature

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This edited volume aims to better understand the multifaceted phenomenon we call health. Going beyond simple views of health as the absence of disease or as com
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Authors: J.A. Magnuson
Categories: Medical
Type: BOOK - Published: 2013-11-29 - Publisher: Springer Science & Business Media

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This revised edition covers all aspects of public health informatics and discusses the creation and management of an information technology infrastructure that
The Routledge Handbook of the Philosophy of Evidence
Language: en
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Authors: Maria Lasonen-Aarnio
Categories: Philosophy
Type: BOOK - Published: 2023-12-19 - Publisher: Taylor & Francis

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What one can know depends on one’s evidence. Good scientific theories are supported by evidence. Our experiences provide us with evidence. Any sort of inquiry