Inhaltsangabe
Produce statistical summaries, visualizations of your data, and more with the new edition of this beginner-friendly guide to R programming.
Even if you have no programming experience and little more than a grounding in basic math, The Book of R, 2nd Edition will teach you everything you need to know for using R effectively in statistical analysis.
You’ll start with the basics, like how to handle data and write simple programs, before moving on to more advanced topics, like producing statistical summaries of your data, performing statistical tests, and modeling. You’ll also learn how to create impressive data visualizations with R’s graphics tools and contributed packages, like ggplot2 and ggvis, as well as interactive 3D visualizations using the rgl package. Over 30 of hands-on exercises (with downloadable solutions) take you from theory to practice, as you explore:
- The fundamentals of programming in R, including how to write data frames, create functions, and use variables, statements, and loops
- Statistical concepts like exploratory data analysis, probabilities, hypothesis tests, and regression modeling, and how to execute them in R
- How to access R’s thousands of functions, libraries, and data sets
- How to draw valid and useful conclusions from your data
- How to create publication-quality graphics of your results
The second edition has been revised and updated from start to finish, with new content that expands the book’s coverage of statistical operations, data plots, date-time-objects, and more — including dozens of fresh exercises to strengthen your skills.
Combining detailed explanations with real-world examples, The Book of R is your doorway into the wide world of data analysis.
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Über die Autorin bzw. den Autor
Tilman Davies (BCM, BScHons, Ph.D.) is a senior lecturer and academic research statistician based at the University of Otago -- the oldest university in New Zealand. His research interests and journal publications relate to the development and application of statistical methods for the analysis of spatial phenomena, for which he has received prestigious Marsden Fund Grants (Royal Society of New Zealand). Dr Davies lectures courses in statistics at all university levels, which inspired the authorship of The Book of R.
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Book of R : A First Course in Programming and Statistics
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The Book of R, 2nd Edition (Paperback)
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Paperback. Zustand: new. Paperback. This long-awaited second edition folds years of updates into its beginner-friendly lessons on using R for data and statistical analysis.This long-awaited second edition folds years of updates into its beginner-friendly lessons on using R for data and statistical analysis.The Book of R is a comprehensive, beginner-friendly guide to R, the world's most popular programming language for statistical analysis. Even if you have no programming experience and little more than a grounding in the basics of mathematics, you'll find everything you need to begin writing programs in R.You'll start with the basics, like how to handle data and write simple programs, before moving on to more advanced topics, like producing statistical summaries of your data and performing tests and modeling. You'll even learn how to create impressive data visualizations with R's graphics tools and contributed packages, like ggplot2, ggvis, and rgl.Dozens of hands-on exercises take you from theory to practice as you learn-The fundamentals of programming in R, including how to write data frames, create functions, and use variables, statements, and loopsStatistical concepts like exploratory data analysis, probabilities, hypothesis tests, and regression modeling and how to execute them in RHow to access R's thousands of functions, libraries, and datasetsHow to draw valid and useful conclusions from your data and create publication-quality graphics of your resultsThe Book of R brings both statistics and R to life. With clear explanations, practical examples, and hands-on exercises, this book opens the door to the evolving world of data analysis.New to this edition- The entire book has been revised and expanded, with nearly 100 pages of new content and exercises. You'll find greater coverage of data plots and R graphics, guidance on using pipes to string together commands, and new ways to read and write external files, among many other lessons. Shipping may be from multiple locations in the US or from the UK, depending on stock availability. Bestandsnummer des Verkäufers 9781718503687
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Paperback. Zustand: New. Even if you have no programming experience and little more than a grounding in basic math, The Book of R, 2nd Edition will teach you everything you need to know for using R effectively in statistical analysis. You'll start with the basics, like how to handle data and write simple programs, before moving on to more advanced topics, like producing statistical summaries of your data, performing statistical tests, and modelling. You'll also learn how to create impressive data visualizations with R's graphics tools and contributed packages, like ggplot2 and ggvis, as well as interactive 3D visualizations using the rgl package. Over 30 of hands-on exercises (with downloadable solutions) take you from theory to practice, as you explore: the fundamentals of programming in R, including how to write data frames, create functions, and use variables, statements, and loops; statistical concepts like exploratory data analysis, probabilities, hypothesis tests, and regression modeling, and how to execute them in R; how to access R's thousands of functions, libraries, and data sets, and how to draw valid and useful conclusions from your data How to create publication-quality graphics of your results. Bestandsnummer des Verkäufers LU-9781718503687
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