TY  - BOOK
AU  - Demidenko,Eugene
TI  - M-statistics: optimal statistical inference for a small sample 
SN  - 9781119891796
AV  - QA276.A2 D46 2023
U1  - 519.5/4 23/eng20230410
PY  - 2023///
CY  - Hoboken, NJ
PB  - Wiley
KW  - Mathematical statistics
KW  - Electronic books
N1  - Includes bibliographical references and index
N2  - "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."--
UR  - https://onlinelibrary.wiley.com/doi/book/10.1002/9781119891826
ER  -