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Bayesian Statistics for Beginners

Bayesian Statistics for Beginners

a step-by-step approach

by Ruth M. Mickey and Therese M. Donovan
Paperback
Publication Date: 23/05/2019

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Bayesian statistics is currently undergoing something of a renaissance. At its heart is a method of statistical inference in which Bayes' theorem is used to update the probability for a hypothesis as more evidence or information becomes available. It is an approach that is ideally suited to making initial assessments based on incomplete or imperfect information; as that information is gathered and disseminated, the Bayesian approach corrects or replaces the
assumptions and alters its decision-making accordingly to generate a new set of probabilities. As new data/evidence becomes available the probability for a particular hypothesis can therefore be steadily
refined and revised. It is very well-suited to the scientific method in general and is widely used across the social, biological, medical, and physical sciences. Key to this book's novel and informal perspective is its unique pedagogy, a question and answer approach that utilizes accessible language, humor, plentiful illustrations, and frequent reference to on-line resources. Bayesian Statistics for Beginners is an introductory textbook suitable for senior
undergraduate and graduate students, professional researchers, and practitioners seeking to improve their understanding of the Bayesian statistical techniques they routinely use for data analysis in the life and
medical sciences, psychology, public health, business, and other fields.
ISBN:
9780198841302
9780198841302
Category:
Bayesian inference
Format:
Paperback
Publication Date:
23-05-2019
Publisher:
Oxford University Press
Country of origin:
United Kingdom
Pages:
432
Dimensions (mm):
246x190x20mm
Weight:
0.88kg

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