Statistics Slam Dunk
Sutton, Gary
| Autor: | Sutton, Gary |
|---|---|
| Themengebiete: | Computers - Languages / Programming |
| Veröffentlichungsdatum: | 06.02.2024 |
| EAN: | 9781633438682 |
| Sprache: | Englisch |
| Seitenzahl: | 672 |
| Produktart: | Kartoniert / Broschiert |
| Verlag: | Manning Publications |
| Untertitel: | Statistical Analysis with R on Real NBA Data |
Produktinformationen "Statistics Slam Dunk"
Statistics Slam Dunk: Statistical analysis with R on real NBA data is an interesting and engaging how-to guide for statistical analysis using R. It is packed with practical statistical techniques, each demonstrated using real-world data taken from NBA games. In each chapter, you will discover a new (and sometimes surprising!) insight into basketball, with careful step-by-step instructions on how to generate those revelations. You will get practical experience cleaning, manipulating, exploring, testing, and otherwise analysing data with base R functions and useful R packages. R's visualisation capabilities shine through in the book's 300 visualizations, and almost 30 plots and charts including Pareto charts and Sankey diagrams. Much more than a beginner's guide, this book explores advanced analytics techniques and data wrangling packages. You will find yourself returning again and again to use this book as a handy reference! About the reader Requires a beginning knowledge of basic statistics concepts. No advanced knowledge of statistics, machine learning, R - or basketball - required.
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