Modern Statistics with R: From Wrangling and Exploring Data to Inference and Predictive Modelling
Author:   Måns Thulin
Publisher:   Taylor & Francis Ltd
Edition:   2nd edition
ISBN:  

9781032512440


Pages:   474
Publication Date:   20 August 2024
Format:   Paperback
Availability:   In Print   Availability explained
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Modern Statistics with R: From Wrangling and Exploring Data to Inference and Predictive Modelling


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Author:   Måns Thulin
Publisher:   Taylor & Francis Ltd
Imprint:   Chapman & Hall/CRC
Edition:   2nd edition
Weight:   0.907kg
ISBN:  

9781032512440


ISBN 10:   103251244
Pages:   474
Publication Date:   20 August 2024
Audience:   College/higher education ,  Tertiary & Higher Education
Format:   Paperback
Publisher's Status:   Active
Availability:   In Print   Availability explained
This item will be ordered in for you from one of our suppliers. Upon receipt, we will promptly dispatch it out to you. For in store availability, please contact us.

Table of Contents

1. Introduction 2. The basics 3. The cornerstones of statistics 4. Exploratory data analysis and unsupervised learning 5. Dealing with messy data 6. R programming 7. The role of simulation in modern statistics 8. Regression models 9. Survival analysis and censored data 10. Structural equation models, factor analysis, and mediation 11. Predictive modelling and machine learning 12. Advanced topics 13. Debugging 14. Mathematical appendix Bibliography Index

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Author Information

Måns Thulin is a consultant, researcher, and teacher in Statistics. He started teaching Statistics with R at Uppsala University in 2007, while still an undergraduate student. Since then, he has used Statistics and R to tackle problems in diverse fields, ranging from how to identify nuclear fuel and how to improve milking robots, to wine tastings and designing music videos. His awardwinning research in Statistical Methodology is concerned with modern approaches to classical statistical methods.

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