The Fundamentals of People Analytics : With Applications in R

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 significant i...

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Detalles Bibliográficos
Autor principal: Starbuck, Craig. author (author)
Formato: Libro electrónico
Idioma:Inglés
Publicado: Cham : Springer International Publishing 2023.
Edición:1st ed. 2023.
Materias:
Statistics.
Quantitative research.
Psychology, Industrial.
Data Analysis and Big Data.
Work and Organizational Psychology.
Recursos humans
Estadística
Models matemàtics
Investigació quantitativa
Llibres electrònics
Ver en Biblioteca Universitat Ramon Llull:https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009762717406719
Tabla de Contenidos:
  • 1. Getting Started
  • 2. Introduction to R
  • 3. Introduction to SQL
  • 4. Research Design
  • 5. Measurement & 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.

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