The Fundamentals of People Analytics : With Applications in R /

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 signific...

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Bibliographic Details
Main Author:	Starbuck, Craig (Author)
Corporate Author:	SpringerLink (Online service)
Format:	eBook
Language:	English
Published:	Cham : Springer International Publishing : Imprint: Springer, 2023.
Edition:	1st ed. 2023.
Subjects:	Statistics . Quantitative research. Psychology, Industrial. Statistics. Data Analysis and Big Data. Work and Organizational Psychology. Electronic books.
Online Access:	Connect to the full text of this electronic book

Table of Contents:

1. Getting Started
2. Introduction to R
3. Introduction to SQL
4. Research Design
5. Measurement and Sampling
6. Data Preparation
7. Descriptive Statistics
8. Statistical Inference
9. Analysis of Differences
10. Linear Regression
11. Linear Model Extensions
12. Logistic Regression
13. Predictive Modeling
14. Unsupervised Learning
15. Data Visualization
16. Data Storytelling.