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Causal Analysis in Biomedicine and Epidemiology

2001-11-09 Mathematics
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Release : 2001-11-09
Genre : Mathematics
Kind : eBook
Book Rating : 484/5 ( reviews)

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Book Synopsis Causal Analysis in Biomedicine and Epidemiology by : Mikel Aickin

Download or read book Causal Analysis in Biomedicine and Epidemiology written by Mikel Aickin. This book was released on 2001-11-09. Available in PDF, EPUB and Kindle. Book excerpt: "Provides current models, tools, and examples for the formulation and evaluation of scientific hypotheses in causal terms. Introduces a new method of model parametritization. Illustrates structural equations and graphical elements for complex causal systems."

Causation in Population Health Informatics and Data Science

2018-10-29 Medical
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Release : 2018-10-29
Genre : Medical
Kind : eBook
Book Rating : 074/5 ( reviews)

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Book Synopsis Causation in Population Health Informatics and Data Science by : Olaf Dammann

Download or read book Causation in Population Health Informatics and Data Science written by Olaf Dammann. This book was released on 2018-10-29. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Epidemiology by Design

2019-11 Medical
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Release : 2019-11
Genre : Medical
Kind : eBook
Book Rating : 769/5 ( reviews)

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Book Synopsis Epidemiology by Design by : Daniel Westreich

Download or read book Epidemiology by Design written by Daniel Westreich. This book was released on 2019-11. Available in PDF, EPUB and Kindle. Book excerpt: A (LONG OVERDUE) CAUSAL APPROACH TO INTRODUCTORY EPIDEMIOLOGY Epidemiology is recognized as the science of public health, evidence-based medicine, and comparative effectiveness research. Causal inference is the theoretical foundation underlying all of the above. No introduction to epidemiology is complete without extensive discussion of causal inference; what's missing is a textbook that takes such an approach. Epidemiology by Design takes a causal approach to the foundations of traditional introductory epidemiology. Through an organizing principle of study designs, it teaches epidemiology through modern causal inference approaches, including potential outcomes, counterfactuals, and causal identification conditions. Coverage in this textbook includes: · Introduction to measures of prevalence and incidence (survival curves, risks, rates, odds) and measures of contrast (differences, ratios); the fundamentals of causal inference; and principles of diagnostic testing, screening, and surveillance · Description of three key study designs through the lens of causal inference: randomized trials, prospective observational cohort studies, and case-control studies · Discussion of internal validity (within a sample), external validity, and population impact: the foundations of an epidemiologic approach to implementation science For first-year graduate students and advanced undergraduates in epidemiology and public health fields more broadly, Epidemiology by Design offers a rigorous foundation in epidemiologic methods and an introduction to methods and thinking in causal inference. This new textbook will serve as a foundation not just for further study of the field, but as a head start on where the field is going.

Causal Relationships in Medicine

1988 Language Arts & Disciplines
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Release : 1988
Genre : Language Arts & Disciplines
Kind : eBook
Book Rating : /5 ( reviews)

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Book Synopsis Causal Relationships in Medicine by : J. Mark Elwood

Download or read book Causal Relationships in Medicine written by J. Mark Elwood. This book was released on 1988. Available in PDF, EPUB and Kindle. Book excerpt: This book shows that in most controversial questions in medicine the essential argument concerns whether the available evidence supports a particular cause-and-effect relationship. Making this evaluation, however, requires a degree of critical thinking that is not emphasized in medical education. In redressing this imbalance, the author demonstrates that by defining the postulated causal relationship, the possible causal and non-causal explanations can be considered in a logical and constructive manner. Elwood assumes no preliminary knowledge, but starts from a simple logical base to lead the reader through types of studies which are relevant, including the issue of selection in subjects, bias in observations, influences of other factors, and statistical analysis. This yields a question and answer approach that can be applied to a wide range of clinical and epidemiological issues.

Risk, Chance, and Causation

2013-06-18 Medical
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Release : 2013-06-18
Genre : Medical
Kind : eBook
Book Rating : 846/5 ( reviews)

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Book Synopsis Risk, Chance, and Causation by : Michael B. Bracken

Download or read book Risk, Chance, and Causation written by Michael B. Bracken. This book was released on 2013-06-18. Available in PDF, EPUB and Kindle. Book excerpt: DIVA noted clinical epidemiologist shows how evidence-based medicine can help us understand and assess news about health risks, cures, and treatment “breakthroughs.�/div

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