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M-statistics = optimal statistical inference for a small sample /
Record Type:
Language materials, printed : Monograph/item
Title/Author:
M-statistics/ Eugene Demidenko.
Reminder of title:
optimal statistical inference for a small sample /
remainder title:
Mathematical statistics
Author:
Demidenko, Eugene,
Published:
Hoboken, NJ :John Wiley & Sons, : c2023.,
Description:
1 online resource (xii, 222 p.) :ill. (some col.) :
Subject:
Mathematical statistics. -
Online resource:
https://onlinelibrary.wiley.com/doi/book/10.1002/9781119891826
ISBN:
9781119891826
M-statistics = optimal statistical inference for a small sample /
Demidenko, Eugene,1948-
M-statistics
optimal statistical inference for a small sample /[electronic resource] :Mathematical statisticsEugene Demidenko. - 1st ed. - Hoboken, NJ :John Wiley & Sons,c2023. - 1 online resource (xii, 222 p.) :ill. (some col.)
Includes bibliographical references and index.
"M-statistics: A New Statistical Perspective introduces a new approach for statistical interference, redesigning the fundamentals of statistics and improving on the classical methods we already use. The author discusses the development of new criteria for efficient estimation and delves into how two methods for statistical intereference are combined under one umbrella to create 'M statistics.' This book develops novel confidence intervals and statistical tests for statistical parameters including effect size, binomial probability, and Poisson rate, ensuring unbiased tests are developed alongside this. Suitable for professionals and students alike, this theoretical book explains how new approaches work for statistical applications and is accompanied with a GitHub repository hosting the R code for every new methodology presented."--
ISBN: 9781119891826Subjects--Topical Terms:
527941
Mathematical statistics.
LC Class. No.: QA276.A2 / D46 2023
Dewey Class. No.: 519.5/4
M-statistics = optimal statistical inference for a small sample /
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[electronic resource] :
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optimal statistical inference for a small sample /
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Eugene Demidenko.
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1st ed.
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Hoboken, NJ :
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John Wiley & Sons,
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c2023.
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1 online resource (xii, 222 p.) :
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ill. (some col.)
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Includes bibliographical references and index.
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"M-statistics: A New Statistical Perspective introduces a new approach for statistical interference, redesigning the fundamentals of statistics and improving on the classical methods we already use. The author discusses the development of new criteria for efficient estimation and delves into how two methods for statistical intereference are combined under one umbrella to create 'M statistics.' This book develops novel confidence intervals and statistical tests for statistical parameters including effect size, binomial probability, and Poisson rate, ensuring unbiased tests are developed alongside this. Suitable for professionals and students alike, this theoretical book explains how new approaches work for statistical applications and is accompanied with a GitHub repository hosting the R code for every new methodology presented."--
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Description based on print version record.
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Mathematical statistics.
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https://onlinelibrary.wiley.com/doi/book/10.1002/9781119891826
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