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Titlebook: Statistical Decision Theory; Nicholas T. Longford Book 2013 The Author(s) 2013 decision theory.equilibrium priors.small-area estimation

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https://doi.org/10.1007/978-3-642-40433-7decision theory; equilibrium priors; small-area estimation
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The Bayesian Paradigm,The Bayesian paradigm is founded on a probabilistic way of updating the prior information about the inferential targets (population quantities) by the information contained in the collected data.
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Data from Other Distributions,In this chapter we look beyond the normal (and ) distributions and adapt the methods of the previous chapters for some other common discrete and continuous distributions.
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Small-Area Estimation,Small-area estimation (SAe) is concerned with inferences about the districts (subdomains) or another division of a country (the domain) when the subsample sizes for some subdomains are not large enough for reliable inferences about them to be based solely on the subsamples.
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Nicholas T. LongfordA radical rethinking of how elementary inferences should be made in statistics.Exercises and suggestions for further reading are provided.Suitable as textbook for graduate courses in Statistics.Includ
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Study Design, how the observational units or experimental subjects should be selected, how many of them, which measurement instruments and protocols should be applied, how the recorded information should be coded, and other details. Many analyses are secondary, related to issues other than the original (and the principal) motive for the study.
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