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Statistics Playbook
Buch von Doug Turnbull (u. a.)
Sprache: Englisch

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Beschreibung

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.

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.

Über den Autor

Gary Sutton is a vice president for a leading financial services company. He has built and led high-performing business intelligence and analytics organizations across multiple verticals, where R was the preferred programming language for predictive modelling, statistical analyses, and other quantitative insights. Gary earned his Undergraduate Degree from the University of Southern California, a Masters from George Washington University, and a second Masters in Data Science, from Northwestern University.

Details
Erscheinungsjahr: 2024
Fachbereich: Programmiersprachen
Genre: Informatik
Rubrik: Naturwissenschaften & Technik
Medium: Buch
Seiten: 672
Inhalt: Kartoniert / Broschiert
ISBN-13: 9781633438682
ISBN-10: 1633438686
Sprache: Englisch
Einband: Gebunden
Autor: Turnbull, Doug
Irwin, Max
Grainger, Trey
Hersteller: Manning Publications
Maße: 234 x 191 x 40 mm
Von/Mit: Doug Turnbull (u. a.)
Erscheinungsdatum: 09.02.2024
Gewicht: 1,234 kg
preigu-id: 125627962
Über den Autor

Gary Sutton is a vice president for a leading financial services company. He has built and led high-performing business intelligence and analytics organizations across multiple verticals, where R was the preferred programming language for predictive modelling, statistical analyses, and other quantitative insights. Gary earned his Undergraduate Degree from the University of Southern California, a Masters from George Washington University, and a second Masters in Data Science, from Northwestern University.

Details
Erscheinungsjahr: 2024
Fachbereich: Programmiersprachen
Genre: Informatik
Rubrik: Naturwissenschaften & Technik
Medium: Buch
Seiten: 672
Inhalt: Kartoniert / Broschiert
ISBN-13: 9781633438682
ISBN-10: 1633438686
Sprache: Englisch
Einband: Gebunden
Autor: Turnbull, Doug
Irwin, Max
Grainger, Trey
Hersteller: Manning Publications
Maße: 234 x 191 x 40 mm
Von/Mit: Doug Turnbull (u. a.)
Erscheinungsdatum: 09.02.2024
Gewicht: 1,234 kg
preigu-id: 125627962
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