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Inferential Models - Reasoning with Uncertainty (Hardcover) Loot Price: R2,834
Discovery Miles 28 340
Inferential Models - Reasoning with Uncertainty (Hardcover): Ryan Martin, Chuanhai Liu

Inferential Models - Reasoning with Uncertainty (Hardcover)

Ryan Martin, Chuanhai Liu

Series: Chapman & Hall/CRC Monographs on Statistics and Applied Probability

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Loot Price R2,834 Discovery Miles 28 340 | Repayment Terms: R266 pm x 12*

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A New Approach to Sound Statistical Reasoning Inferential Models: Reasoning with Uncertainty introduces the authors' recently developed approach to inference: the inferential model (IM) framework. This logical framework for exact probabilistic inference does not require the user to input prior information. The authors show how an IM produces meaningful prior-free probabilistic inference at a high level. The book covers the foundational motivations for this new IM approach, the basic theory behind its calibration properties, a number of important applications, and new directions for research. It discusses alternative, meaningful probabilistic interpretations of some common inferential summaries, such as p-values. It also constructs posterior probabilistic inferential summaries without a prior and Bayes' formula and offers insight on the interesting and challenging problems of conditional and marginal inference. This book delves into statistical inference at a foundational level, addressing what the goals of statistical inference should be. It explores a new way of thinking compared to existing schools of thought on statistical inference and encourages you to think carefully about the correct approach to scientific inference.

General

Imprint: Taylor & Francis
Country of origin: United States
Series: Chapman & Hall/CRC Monographs on Statistics and Applied Probability
Release date: September 2015
First published: 2016
Authors: Ryan Martin • Chuanhai Liu
Dimensions: 234 x 156 x 21mm (L x W x T)
Format: Hardcover
Pages: 256
ISBN-13: 978-1-4398-8648-9
Categories: Books > Science & Mathematics > Mathematics > Probability & statistics
Books > Science & Mathematics > Mathematics > Applied mathematics > Mathematical modelling
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LSN: 1-4398-8648-2
Barcode: 9781439886489

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