The Fundamentals of People Analytics: With Applications in R

This open access book prepares current and aspiring analytics professionals to effectively address this need by curating key concepts spanning the entire analytics lifecycle, along with step-by-step instructions for their applications to real-world problems, using ubiquitous and freely available open-source software. This book does not assume prior knowledge of statistics, how to query databases, or how to write performant code; early chapters include an introduction to R and SQL as well as an overview of statistical foundations.

Human capital is an organization's most important asset. Without the knowledge and skills of people, an organization can accomplish nothing. The acquisition, development, and retention of critical talent has become increasingly more complex and challenging, and organizations are making significant investments to gain a deeper, data-informed understanding of organizational phenomena impacting the bottom line.

By the end of this book, readers will be able to:
- Design and conduct empirical research
- Query and wrangle data using SQL
- Profile, clean, and analyze data using R
- Apply appropriate statistical and ML models to a range of people analytics use cases
- Package and present analyses to communicate impactful insights to stakeholders

Author: Craig Starbuck
Publisher: Springer
Published: 07/09/2023
Pages: 380
Binding Type: Hardcover
Weight: 1.61lbs
Size: 9.21h x 6.14w x 0.88d
ISBN13: 9783031286735
ISBN10: 3031286731
BISAC Categories:
- Mathematics | Probability & Statistics | General
- Psychology | Industrial & Organizational Psychology

About the Author
Craig Starbuck is an analytics expert who has built and led several highly successful People Analytics teams. He spent nearly two decades in data and analytics roles at Aetna, U.S. Bank, TD Ameritrade, Equifax, Mastercard, and Robinhood. He is the Co-Founder and Chief Data Scientist at OrgAcuity, a People Analytics tech company with a mission to democratize access to data-driven talent decisions. Dr. Starbuck also teaches graduate-level Statistics and Analytics courses in the Finance and MBA programs at Lindenwood University.