Important Applications of the Behrens-Fisher Statistic and the False Discovery Rate - Tejas A. Desai

Important Applications of the Behrens-Fisher Statistic and the False Discovery Rate

(Autor)

Buch | Softcover
VI, 83 Seiten
2022 | 1st ed. 2022
Springer International Publishing (Verlag)
978-3-030-99887-5 (ISBN)
42,79 inkl. MwSt

This book discusses important applications of the Behrens-Fisher statistic and the False Discovery Rate (FDR). Covered applications include ANOVA and MANOVA under potentially non-normal errors and heteroscedasticity; and an intuitive method of analyzing s x r contingency tables when the column variable is ordinal. This book also explores the novel possibility that these applications may be deemed nonparametric.


lt;p>Dr. Desai received his PhD in Biostatistics from the University of North Carolina at Chapel Hill in 2003. He has worked at the National Institute of Environmental Health Sciences in North Carolina, at the Indian Institute of Management at Ahmedabad (IIMA), and at the Adani Institute of Infrastructure Management (AIIM). He is now a freelance consultant.


1. Introduction.- 2. An Introduction to the Bootstrap.- 3. An Introduction to the False Discovery Rate.- 4. Application to ANOVA and MANOVA.- 5. Application to Testing Equality of Several Variances and Several Covariance Matrices.- 6. Application to Testing Equality of Several Medians.- 7. Testing for Symmetry of Univariate Distributions and Central Symmetry of Multivariate Distributions.

Erscheinungsdatum
Reihe/Serie SpringerBriefs in Statistics
Zusatzinfo VI, 83 p.
Verlagsort Cham
Sprache englisch
Maße 155 x 235 mm
Gewicht 143 g
Themenwelt Mathematik / Informatik Mathematik Statistik
Mathematik / Informatik Mathematik Wahrscheinlichkeit / Kombinatorik
Schlagworte ANOVA • Behrens-Fisher statistic • central limit theorem • Covariance matrix • MANOVA • Median • multivariate central symmetry • nonparametrics • univariate symmetry • Variance
ISBN-10 3-030-99887-8 / 3030998878
ISBN-13 978-3-030-99887-5 / 9783030998875
Zustand Neuware
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