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The Resource Statistical Estimation for Truncated Exponential Families

Statistical Estimation for Truncated Exponential Families

Label
Statistical Estimation for Truncated Exponential Families
Title
Statistical Estimation for Truncated Exponential Families
Creator
Subject
Language
eng
Member of
Cataloging source
MiAaPQ
Literary form
non fiction
Nature of contents
dictionaries
Series statement
SpringerBriefs in Statistics Ser
Statistical Estimation for Truncated Exponential Families
Label
Statistical Estimation for Truncated Exponential Families
Link
http://libproxy.rpi.edu/login?url=https://ebookcentral.proquest.com/lib/rpi/detail.action?docID=4926946
Publication
Copyright
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Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
  • Preface -- Acknowledgements -- Contents -- 1 Asymptotic Estimation for Truncated Exponential Families -- 1.1 Models with Nuisance Parameters and Their Differences -- 1.2 One-Sided Truncated Exponential Family -- 1.3 Two-Sided Truncated Exponential Family -- References -- 2 Maximum Likelihood Estimation of a Natural Parameter for a One-Sided TEF -- 2.1 Introduction -- 2.2 Preliminaries -- 2.3 MLE MLÞ of a Natural Parameter k When a Truncation Parameter Þ is Known -- 2.4 Bias-Adjusted MLE ML* of k When Þ is Unknown -- 2.5 MCLE MCL of k When Þ is Unknown -- 2.6 Second-Order Asymptotic Comparison Among MLÞ, ML*, and MCL -- 2.7 Examples -- 2.8 Concluding Remarks -- 2.9 Appendix A1 -- 2.10 Appendix A2 -- References -- 3 Maximum Likelihood Estimation of a Natural Parameter for a Two-Sided TEF -- 3.1 Introduction -- 3.2 Preliminaries -- 3.3 MLE MLÞ,p of k When Truncation Parameters Þ and p are Known -- 3.4 Bias-Adjusted MLE ML* of k When Þ and p are Unknown -- 3.5 MCLE MCL of k When Þ and p are Unknown -- 3.6 Second-Order Asymptotic Comparison Among MLÞ,p, ML*, and MCL -- 3.7 Examples -- 3.8 Concluding Remarks -- 3.9 Appendix B1 -- 3.10 Appendix B2 -- References -- 4 Estimation of a Truncation Parameter for a One-Sided TEF -- 4.1 Introduction -- 4.2 Preliminaries -- 4.3 Bias-Adjusted MLE ML*k of Þ When k is Known -- 4.4 Bias-Adjusted MLE ML* of Þ When k is Unknown -- 4.5 Second-Order Asymptotic Loss of ML* Relative to ML*k -- 4.6 Examples -- 4.7 Concluding Remarks -- 4.8 Appendix C -- References -- 5 Estimation of a Truncation Parameter for a Two-Sided TEF -- 5.1 Introduction -- 5.2 Preliminaries -- 5.3 Bias-Adjusted MLE ML*k,Þ of p When k and Þ are Known -- 5.4 Bias-Adjusted MLE ML*Þ of p When k is Unknown and Þ is Known -- 5.5 Bias-Adjusted MLE ML* of p When k and Þ are Unknown
  • 5.6 Second-Order Asymptotic Losses of ML* and ML*Þ Relative to ML*k,Þ -- 5.7 Examples -- 5.8 Concluding Remarks -- 5.9 Appendix D -- References -- 6 Bayesian Estimation of a Truncation Parameter for a One-Sided TEF -- 6.1 Introduction -- 6.2 Formulation and Assumptions -- 6.3 Bayes Estimator B,k of Þ When k is Known -- 6.4 Bayes Estimator B,ML of Þ When k is Unknown -- 6.5 Examples -- 6.6 Concluding Remarks -- 6.7 Appendix E -- Reference -- Index
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Dimensions
unknown
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{'f': 'http://opac.lib.rpi.edu/record=b4388681'}
Extent
1 online resource (133 pages)
Form of item
online
Isbn
9789811052965
Media category
computer
Media MARC source
rdamedia
Media type code
c
Sound
unknown sound
Specific material designation
remote

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