Data Analysis and Approximate Models: Model Choice, Location-Scale, Analysis of Variance, Nonparametric Regression and Image Analysis

1st Edition

Patrick Laurie Davies

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Chapman and Hall/CRC
Published July 7, 2014
Reference - 320 Pages
ISBN 9780429161698 - CAT# KE85328

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Summary

The First Detailed Account of Statistical Analysis That Treats Models as ApproximationsThe idea of truth plays a role in both Bayesian and frequentist statistics. The Bayesian concept of coherence is based on the fact that two different models or parameter values cannot both be true. Frequentist statistics is formulated as the problem of estimating