Verfasst von:	McNulty, Keith [VerfasserIn]
Titel:	Handbook of regression modeling in people analytics
Titelzusatz:	with examples in R and Python
Verf.angabe:	Keith McNulty
Ausgabe:	First edition
Verlagsort:	Boca Raton ; London ; New York
Verlag:	CRC Press
Jahr:	2021
Umfang:	xvi, 255 Seiten
Illustrationen:	Diagramme
Fussnoten:	Includes bibliographical references and index
ISBN:	978-1-03-204174-2
	978-1-03-204663-1
Abstract:	"This book is a learning resource on inferential statistics and regression analysis. It teaches how to do a wide range of statistical analyses in both R and in Python, ranging from simple hypothesis testing to advanced multivariate modelling. Although it is primarily focused on examples related to the analysis of people and talent, the methods easily transfer to any discipline. The book hits a 'sweet spot' where there is just enough mathematical theory to support a strong understanding of the methods, but with a step-by-step guide and easily reproducible examples and code, so that the methods can be put into practice immediately. This makes the book accessible to a wide readership, from public and private sector analysts and practitioners to students and researchers"--
URL:	Inhaltsverzeichnis: https://www.gbv.de/dms/tib-ub-hannover/1760084395.pdf
Schlagwörter:	(s)Regressionsmodell    / (s)Lineare Regression    / (s)Logit-Modell    / (s)Personalwesen    / (s)R <Programm>    / (s)Python <Programmiersprache>
Sprache:	eng
Bibliogr. Hinweis:	Erscheint auch als : Online-Ausgabe: McNulty, Keith: Handbook of regression modeling in people analytics. - First edition. - Boca Raton : CRC Press, Taylor & Francis Group, 2021. - 1 Online-Ressource (XVI, 255 Seiten)
K10plus-PPN:	1760084395