R All-in-One For Dummies (eBook)
688 Seiten
John Wiley & Sons (Verlag)
978-1-119-98370-5 (ISBN)
With R All-in-One For Dummies, you get five mini-books in one, offering a complete and thorough resource on the R programming language and a road map for making sense of the sea of data we're all swimming in. Maybe you're pursuing a career in data science, maybe you're looking to infuse a little statistics know-how into your existing career, or maybe you're just R-curious. This book has your back. Along with providing an overview of coding in R and how to work with the language, this book delves into the types of projects and applications R programmers tend to tackle the most. You'll find coverage of statistical analysis, machine learning, and data management with R.
* Grasp the basics of the R programming language and write your first lines of code
* Understand how R programmers use code to analyze data and perform statistical analysis
* Use R to create data visualizations and machine learning programs
* Work through sample projects to hone your R coding skill
This is an excellent all-in-one resource for beginning coders who'd like to move into the data space by knowing more about R.
Joseph Schmuller is a cognitive scientist and statistical analyst. His recent work in the For Dummies series includes the 5th edition of Statistical Analysis with Excel For Dummies along with Statistical Analysis with R For Dummies and R Projects For Dummies.
Introduction 1
Book 1: Introducing R 5
Chapter 1: R: What It Does and How It Does It 7
Chapter 2: Working with Packages, Importing, and Exporting 37
Book 2: Describing Data 51
Chapter 1: Getting Graphic 53
Chapter 2: Finding Your Center 93
Chapter 3: Deviating from the Average 103
Chapter 4: Meeting Standards and Standings 113
Chapter 5: Summarizing It All 125
Chapter 6: What's Normal? 145
Book 3: Analyzing Data 163
Chapter 1: The Confidence Game: Estimation 165
Chapter 2: One-Sample Hypothesis Testing 181
Chapter 3: Two-Sample Hypothesis Testing 207
Chapter 4: Testing More than Two Samples 233
Chapter 5: More Complicated Testing 257
Chapter 6: Regression: Linear, Multiple, and the General Linear Model 279
Chapter 7: Correlation: The Rise and Fall of Relationships 315
Chapter 8: Curvilinear Regression: When Relationships Get Complicated 335
Chapter 9: In Due Time 359
Chapter 10: Non-Parametric Statistics 371
Chapter 11: Introducing Probability 393
Chapter 12: Probability Meets Regression: Logistic Regression 415
Book 4: Learning from Data 423
Chapter 1: Tools and Data for Machine Learning Projects 425
Chapter 2: Decisions, Decisions, Decisions 449
Chapter 3: Into the Forest, Randomly 467
Chapter 4: Support Your Local Vector 483
Chapter 5: K-Means Clustering 503
Chapter 6: Neural Networks 519
Chapter 7: Exploring Marketing 537
Chapter 8: From the City That Never Sleeps 557
Book 5: Harnessing R: Some Projects to Keep You Busy 573
Chapter 1: Working with a Browser 575
Chapter 2: Dashboards -- How Dashing! 603
Index 639
| Erscheint lt. Verlag | 4.1.2023 |
|---|---|
| Sprache | englisch |
| Themenwelt | Mathematik / Informatik ► Informatik ► Programmiersprachen / -werkzeuge |
| Schlagworte | Computer Science • Informatik • Programmierung • Programmierung u. Software-Entwicklung • Programming & Software Development • R • R (Programm) |
| ISBN-10 | 1-119-98370-3 / 1119983703 |
| ISBN-13 | 978-1-119-98370-5 / 9781119983705 |
| Informationen gemäß Produktsicherheitsverordnung (GPSR) | |
| Haben Sie eine Frage zum Produkt? |
PDF (Adobe DRM)Kopierschutz: Adobe-DRM
Adobe-DRM ist ein Kopierschutz, der das eBook vor Mißbrauch schützen soll. Dabei wird das eBook bereits beim Download auf Ihre persönliche Adobe-ID autorisiert. Lesen können Sie das eBook dann nur auf den Geräten, welche ebenfalls auf Ihre Adobe-ID registriert sind.
Details zum Adobe-DRM
Dateiformat: PDF (Portable Document Format)
Mit einem festen Seitenlayout eignet sich die PDF besonders für Fachbücher mit Spalten, Tabellen und Abbildungen. Eine PDF kann auf fast allen Geräten angezeigt werden, ist aber für kleine Displays (Smartphone, eReader) nur eingeschränkt geeignet.
Systemvoraussetzungen:
PC/Mac: Mit einem PC oder Mac können Sie dieses eBook lesen. Sie benötigen eine
eReader: Dieses eBook kann mit (fast) allen eBook-Readern gelesen werden. Mit dem amazon-Kindle ist es aber nicht kompatibel.
Smartphone/Tablet: Egal ob Apple oder Android, dieses eBook können Sie lesen. Sie benötigen eine
Geräteliste und zusätzliche Hinweise
Buying eBooks from abroad
For tax law reasons we can sell eBooks just within Germany and Switzerland. Regrettably we cannot fulfill eBook-orders from other countries.
aus dem Bereich
