Verfasst von:	Fay, Michael P. [VerfasserIn]
	Brittain, Erica H. [VerfasserIn]
Titel:	Statistical hypothesis testing in context
Titelzusatz:	reproducibility, inference, and science
Verf.angabe:	Michael P. Fay (National Institute of Allergy and Infectious Diseases), Erica H. Brittain (National Institute of Allergy and Infectious Diseases)
Verlagsort:	Cambridge, United Kingdom ; New York, NY, USA ; Port Melbourne, VIC, Australia ; New Delhi, India ; Singapore
Verlag:	Cambridge University Press
Jahr:	2022
Umfang:	xiv, 433 Seiten
Illustrationen:	Diagramme
Gesamttitel/Reihe:	Cambridge series in statistical and probabilistic mathematics ; 52
Fussnoten:	Literaturverzeichnis: Seite 404-419 und Index
ISBN:	978-1-108-42356-4
	978-1-108-43767-7
Abstract:	"Fay and Brittain present statistical hypothesis testing and compatible confidence intervals, focusing on application and proper interpretation. The emphasis is on equipping applied statisticians with enough tools -- and advice on choosing among them -- to find reasonable methods for almost any problem and enough theory to tackle new problems by modifying existing methods. After covering the basic mathematical theory and scientific principles, tests and confidence intervals are developed for specific types of data. Essential methods for applications are covered, such as general procedures for creating tests (e.g., likelihood ratio, bootstrap, permutation, testing from models), adjustments for multiple testing, clustering, stratification, causality, censoring, missing data, group sequential tests, and non-inferiority tests. New methods developed by the authors are included throughout, such as melded confidence intervals for comparing two samples and confidence intervals associated with Wilcoxon-Mann- Whitney tests and Kaplan-Meier estimates. Examples, exercises, and the R package asht support practical use"--
URL:	Inhaltsverzeichnis: https://www.gbv.de/dms/tib-ub-hannover/1778852106.pdf
Schlagwörter:	(s)Statistischer Test    / (s)Frequentistisches Verfahren    / (s)Inferenzstatistik    / (s)p-Wert    / (s)Versuchsplanung    / (s)K-Stichprobenproblem    / (s)Beobachtungsstudie
Sprache:	eng
RVK-Notation:	SK 840
Sach-SW:	MATHEMATICS / Probability & Statistics / General
K10plus-PPN:	1778852106
Verknüpfungen:	→ Übergeordnete Aufnahme