Handbook of regression modeling in people analytics: with examples in R and Python - Info and Reading Options
By Keith McNulty
"Handbook of regression modeling in people analytics: with examples in R and Python" was published by CRC Press, Taylor & Francis Group in 2021 - Boca Raton London New York and it has 1 pages.
“Handbook of regression modeling in people analytics: with examples in R and Python” Metadata:
- Title: ➤ Handbook of regression modeling in people analytics: with examples in R and Python
- Author: Keith McNulty
- Number of Pages: 1
- Publisher: ➤ CRC Press, Taylor & Francis Group
- Publish Date: 2021
- Publish Location: Boca Raton London New York
Edition Identifiers:
- ISBN-13: 9781003194156
- All ISBNs: 9781003194156
AI-generated Review of “Handbook of regression modeling in people analytics: with examples in R and Python”:
"Handbook of regression modeling in people analytics: with examples in R and Python" Description:
Open Data:
1. The Importance of Regression in People Analytics. 2. The Basics of the R Programming Language. 3. Statistics Foundations. 4. Linear Regression for Continuous Outcomes. 5. Binomial Logistic Regression for Binary Outcomes. 6. Multinomial Logistic Regression for Nominal Category Outcomes. 7. Ordinal Logistic Regression for Ordered Category Outcomes. 8. Modeling Explicit and Latent Hierarchical Structure in Data. 9. Survival Analysis for Modeling the Occurrence of Singular Events Over Time. 10. Alternative Technical Approaches in R and Python. 11. Power Analysis to Estimate Required Sample Sizes for Inferential Modeling. 12. Further Exercises for Practice
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