Handbook of Regression Modeling in People Analytics is popular PDF and ePub book, written by Keith McNulty in 2021-07-29, it is a fantastic choice for those who relish reading online the Business & Economics genre. Let's immerse ourselves in this engaging Business & Economics book by exploring the summary and details provided below. Remember, Handbook of Regression Modeling in People Analytics can be Read Online from any device for your convenience.
Handbook of Regression Modeling in People Analytics Book PDF Summary
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.
Detail Book of Handbook of Regression Modeling in People Analytics PDF
- Author : Keith McNulty
- Release : 29 July 2021
- Publisher : CRC Press
- ISBN : 9781000427899
- Genre : Business & Economics
- Total Page : 272 pages
- Language : English
- PDF File Size : 15,5 Mb
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