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Paperback Introductory Statistical Inference with the Likelihood Function Book

ISBN: 3319374818

ISBN13: 9783319374819

Introductory Statistical Inference with the Likelihood Function

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Format: Paperback

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Book Overview

Contents.- Preface.- Introduction.- The Statistical Approach.- Estimation.- Interval Estimation.- Hypothesis Testing.- Maximum Likelihood: Basic Results.- Linear Model.- Other Estimation Methods.- Decision Theory.- Sufficiency.- Conditionality.- Statistical Principles.- The Practice of Statistics.- Bayesian Statistics: Philosophy and Theory.- Priors.- Bayesian Statistics: Computation.- Bayesian Inference: Miscellaneous.- Sufficiency.- A Probability and Mathematical Concepts.

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