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Books, Free Shipping, Principles Of Statistical Inference

Posted at: Offers to Sell and Export | Posted on: Mon 26 Jul, 2010 8:36 am | Product Category: Reference books [3760]
 
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Product Details

Author Cox.D.R


Publisher Posts & Telecom press

Isbn 9787115210746

Published August

2009

Pages 219

Size 16K

Edition First

Format Paperback

Language English

Page material gelatine plate paper

Product Description:

Contents:

1 Preliminaries

 Summary

 1.1 Starting point

 1.2 Role of formal theory of inference

 1.3 Some simple models

 1.4 Formulation of objectives

 1.5 Two broad approaches to statistical inference

 1.6 Some further discussion

 1.7 Parameters

 Notes 1

2 Some concepts and simple applications

 Summary

 2.1 Likelihood

 2.2 Sufficiency

 2.3 Exponential family

 2.4 Choice of priors for exponential family problems

 2.5 Simple frequentist discussion

 2.6 Pivots

 Notes 2

3 Significance tests

 Summary

 3.1 General remarks

 3.2 Simple significance test

 3.3 One- and two-sided tests

 3.4 Relation with acceptance and rejection

 3.5 Formulation of alternatives and test statistics

 3.6 Relation with interval estimation

 3.7 Interpretation of significance tests

 3.8 Bayesian testing

 Notes 3

4 More complicated situations

 Summary

 4.1 General remarks

 4.2 General Bayesian formulation

 4.3 Frequentist analysis

 4.4 Some more general frequentist developments

 4.5 Some further Bayesian examples

 Notes 4

5 Interpretations of uncertainty

 Summary

 5.1 General remarks

 5.2 Broad roles of probability

 5.3 Frequentist interpretation of upper limits

 5.4 Neyman-Pearson operational criteria

 5.5 Some general aspects of the frequentist approach

 5.6 Yet more on the frequentist approach

 5.7 Personalistic probability

 5.8 Impersonal degree of belief

 5.9 Reference priors

 5.10 Temporal coherency

 5.11 Degree of belief and frequency

 5.12 Statistical implementation of Bayesian analysis

 5.13 Model uncertainty

 5.14 Consistency of data and prior

 5.15 Relevance of frequentist assessment

 5.16 Sequential stopping

 5.17 A simple classification problem

 Notes 5

6 Asymptotic theory

 Summary

 6.1 General remarks

 6.2 Scalar parameter

 ……

7 Further aspects of maximum likelihood

8 Additional objectives

9 Randomization-based analysis



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