Handbook of Regression Modeling in People Analytics
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Handbook of Regression Modeling in People Analytics

With Examples in R and Python

Keith McNulty

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272 pages
English
ePUB (mobile friendly)
Available on iOS & Android
eBook - ePub
No longer available |Learn more

Handbook of Regression Modeling in People Analytics

With Examples in R and Python

Keith McNulty

Book details
Table of contents
Citations

About This Book

Despite the recent rapid growth in machine learning and predictive analytics, many of the statistical questions that are faced by researchers and practitioners still involve explaining why something is happening. Regression analysis is the best 'swiss army knife' we have for answering these kinds of questions.

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.

Key Features:

  • 16 accompanying datasets across a wide range of contexts (e.g. academic, corporate, sports, marketing)
  • Clear step-by-step instructions on executing the analyses
  • Clear guidance on how to interpret results
  • Primary instruction in R but added sections for Python coders
  • Discussion exercises and data exercises for each of the main chapters
  • Final chapter of practice material and datasets ideal for class homework or project work.
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Yes, you can access Handbook of Regression Modeling in People Analytics by Keith McNulty in PDF and/or ePUB format, as well as other popular books in Economics & Statistics for Business & Economics. We have over one million books available in our catalogue for you to explore.

Information

Year
2021
ISBN
9781000427929

Table of contents

Citation styles for Handbook of Regression Modeling in People Analytics
APA 6 Citation
McNulty, K. (2021). Handbook of Regression Modeling in People Analytics (1st ed.). CRC Press. Retrieved from https://www.perlego.com/book/2555353/handbook-of-regression-modeling-in-people-analytics-with-examples-in-r-and-python-pdf (Original work published 2021)
Chicago Citation
McNulty, Keith. (2021) 2021. Handbook of Regression Modeling in People Analytics. 1st ed. CRC Press. https://www.perlego.com/book/2555353/handbook-of-regression-modeling-in-people-analytics-with-examples-in-r-and-python-pdf.
Harvard Citation
McNulty, K. (2021) Handbook of Regression Modeling in People Analytics. 1st edn. CRC Press. Available at: https://www.perlego.com/book/2555353/handbook-of-regression-modeling-in-people-analytics-with-examples-in-r-and-python-pdf (Accessed: 15 October 2022).
MLA 7 Citation
McNulty, Keith. Handbook of Regression Modeling in People Analytics. 1st ed. CRC Press, 2021. Web. 15 Oct. 2022.