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Introductory Statistical Inference with the Likelihood Function

Introductory Statistical Inference with the Likelihood Function

Paperback

Medical ReferenceProbability & Statistics

ISBN10: 3319374818
ISBN13: 9783319374819
Publisher: Springer Nature
Published: Sep 22 2016
Pages: 332
Weight: 1.08
Height: 0.73 Width: 6.14 Depth: 9.21
Language: English
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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