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Predictive Analytics in Human Resource Management
Language
English
English
Book
Paperback
This volume is a step-by-step guide to implementing predictive data analytics in human resource mana...
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Libristo code: 32875787
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This volume is a step-by-step guide to implementing predictive data analytics in human resource management (HRM). It demonstrates how to apply and predict various HR outcomes which have an organisational impact, to aid in strategising and better decision-making.
The book:
- Presents key concepts and expands on the need and role of HR analytics in business management.
- Utilises popular analytical tools like artificial neural networks (ANNs) and K-nearest neighbour (KNN) to provide practical demonstrations through R scripts for predicting turnover and applicant screening.
- Discusses real-world corporate examples and employee data collected first-hand by the authors.
- Includes individual chapter exercises and case studies for students and teachers.
Comprehensive and accessible, this guide will be useful for students, teachers, and researchers of data analytics, Big Data, human resource management, statistics, and economics. It will also be of interest to readers interested in learning more about statistics or programming.
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About the book
Full name
Predictive Analytics in Human Resource Management
Author
Nijjer, Shivinder (Chitkara Business School, Punjab, India), Raj, Sahil (Punjabi University, Patiala, Punjab, India)
Language
English
English
Binding
Book - Paperback
Date of issue
2020
Number of pages
216
EAN
9780367460860
ISBN
0367460866
Libristo code
32875787
Publishers
Taylor & Francis Ltd
Weight
370
Dimensions
233 x 155 x 18
Categories
Economics, Finance, Business & Management
>
Business & Management
>
Management & management techniques
>
Management of specific areas
>
Personnel & human resources management
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