Statistical Decision Theory

Paperback Engels 2013 2013e druk 9783642404320
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This monograph presents a radical rethinking of how elementary inferences should be made in statistics, implementing a comprehensive alternative to hypothesis testing in which the control of the probabilities of the errors is replaced by selecting the course of action (one of the available options) associated with the smallest expected loss.

Its strength is that the inferences are responsive to the elicited or declared consequences of the erroneous decisions, and so they can be closely tailored to the client’s perspective, priorities, value judgments and other prior information, together with the uncertainty about them.

Specificaties

ISBN13:9783642404320
Taal:Engels
Bindwijze:paperback
Aantal pagina's:124
Uitgever:Springer Berlin Heidelberg
Druk:2013

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Inhoudsopgave

<p>Preface.- 1.Introduction.- 2.Estimating the Mean.- 3.Estimating the Variance.- 4.The Bayesian Paradigm.- 5.Data from other Distributions.- 6.Classification.- 7.Small-area Estimation.- 8.Study Design.- Index. </p>

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        Statistical Decision Theory