Handbook of regression modeling in people analytics : with examples in R and Python /

Weitere Versionen (2)

"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...

Ausführliche Beschreibung

Gespeichert in:
1. Verfasser:
McNulty, Keith
Format:
Elektronisch E-Book
Sprache:
Englisch
Veröffentlicht:
Taylor and Francis 2021
Ausgabe:
1st ed.
Zusammenfassung:
"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"--
Umfang:
1 online resource (272 pages)
Bibliografie:
Includes bibliographical references and index.
ISBN:
1-00-319415-X
1-003-19415-X
1-000-42789-7
9781003194156
Schlagworte:
Regression analysis.
R (Computer program language)
Python (Computer program language)
Mathematical statistics.
Bezugswerke:
Links: