Statistical Decision Theory
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ISBN-13:
9783642404320
Veröffentl:
2013
Einband:
Paperback
Erscheinungsdatum:
30.10.2013
Seiten:
136
Autor:
Nicholas T. Longford
Gewicht:
219 g
Format:
235x155x8 mm
Serie:
SpringerBriefs in Statistics
Sprache:
Englisch
Beschreibung:
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.
A radical rethinking of how elementary inferences should be made in statistics
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.
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