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Inferential Models
- Reasoning with Uncertainty
Engelsk
Bogcover for Inferential Models af Ryan Martin, Chuanhai Liu, 9780367737801
Specifikationer
Sprog:
Engelsk
Sider:
256
ISBN-13:
9780367737801
Indbinding:
Paperback
ISBN-10:
0367737809
Udg. Dato:
18 dec 2020
Størrelse i cm:
23,4 x 15,6
Oplagsdato:
18 dec 2020
Forfatter(e):

Inferential Models

- Reasoning with Uncertainty
Engelsk
Paperback 2020
Format:

Bog beskrivelse

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.

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Specifikationer
Sprog:
Engelsk
Sider:
256
ISBN-13:
9780367737801
Indbinding:
Paperback
ISBN-10:
0367737809
Udg. Dato:
18 dec 2020
Størrelse i cm:
23,4 x 15,6
Oplagsdato:
18 dec 2020
Forfatter(e):
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