Articoli correlati a R in Action: Data Analysis and Graphics With R
Sinossi
Summary
R in Action, Second Edition presents both the R language and the examples that make it so useful for business developers. Focusing on practical solutions, the book offers a crash course in statistics and covers elegant methods for dealing with messy and incomplete data that are difficult to analyze using traditional methods. You'll also master R's extensive graphical capabilities for exploring and presenting data visually. And this expanded second edition includes new chapters on time series analysis, cluster analysis, and classification methodologies, including decision trees, random forests, and support vector machines.
Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications.
About the Technology
Business pros and researchers thrive on data, and R speaks the language of data analysis. R is a powerful programming language for statistical computing. Unlike general-purpose tools, R provides thousands of modules for solving just about any data-crunching or presentation challenge you're likely to face. R runs on all important platforms and is used by thousands of major corporations and institutions worldwide.
About the Book
R in Action, Second Edition teaches you how to use the R language by presenting examples relevant to scientific, technical, and business developers. Focusing on practical solutions, the book offers a crash course in statistics, including elegant methods for dealing with messy and incomplete data. You'll also master R's extensive graphical capabilities for exploring and presenting data visually. And this expanded second edition includes new chapters on forecasting, data mining, and dynamic report writing.
What's Inside
- Complete R language tutorial
- Using R to manage, analyze, and visualize data
- Techniques for debugging programs and creating packages
- OOP in R
- Over 160 graphs
About the Author
Dr. Rob Kabacoff is a seasoned researcher and teacher who specializes in data analysis. He also maintains the popular Quick-R website at statmethods.net.
Table of Contents
- Introduction to R
- Creating a dataset
- Getting started with graphs
- Basic data management
- Advanced data management
- Basic graphs
- Basic statistics
- Regression
- Analysis of variance
- Power analysis
- Intermediate graphs
- Resampling statistics and bootstrapping
- Generalized linear models
- Principal components and factor analysis
- Time series
- Cluster analysis
- Classification
- Advanced methods for missing data
- Advanced graphics with ggplot2
- Advanced programming
- Creating a package
- Creating dynamic reports
- Advanced graphics with the lattice package available online only from manning.com/kabacoff2
PART 1 GETTING STARTED
PART 2 BASIC METHODS
PART 3 INTERMEDIATE METHODS
PART 4 ADVANCED METHODS
PART 5 EXPANDING YOUR SKILLS
Le informazioni nella sezione "Riassunto" possono far riferimento a edizioni diverse di questo titolo.
Informazioni sugli autori
Dr. Rob Kabacoff is a seasoned researcher and teacher who specializes in data analysis. He also maintains the popular Quick-R website at statmethods.net.
Dr. Rob Kabacoff is a seasoned researcher and teacher who specializes in data analysis. He also maintains the popular Quick-R website at statmethods.net.
Le informazioni nella sezione "Su questo libro" possono far riferimento a edizioni diverse di questo titolo.
Risultati della ricerca per R in Action: Data Analysis and Graphics With R
Foto dell'editore
R in Action: Data Analysis and Graphics with R
Da: World of Books (was SecondSale), Montgomery, IL, U.S.A.
Valutazione del venditore 5 su 5 stelle
Condizione: Acceptable. Item in acceptable condition! Textbooks may not include supplemental items i.e. CDs, access codes etc. Codice articolo 00106360837
Compra usato
EUR 5,26
Spedizione gratuita
Spedito in U.S.A.
Spedito in U.S.A.
Quantità: 2 disponibili
Foto dell'editore
R in Action
Editore:
Manning Publications, 2015
ISBN 10: 1617291382
ISBN 13: 9781617291388
Antico o usato
Paperback
Da: World of Books (was SecondSale), Montgomery, IL, U.S.A.
Valutazione del venditore 5 su 5 stelle
Paperback. Condizione: Good. ? DESCRIPTION R is a powerful language for statistical computing and graphics that can handle virtually any data-crunching task. It runs on all important platforms and provides thousands of useful specialized modules and utilities. This makes R a great way to get meaningful information from mountains of raw data. R in Action, Second Edition is language tutorial focused on practical problems. Written by a research methodologist, it takes a direct and modular approach to quickly give readers the information they need to produce useful results. Focusing on realistic data analyses and a comprehensive integration of graphics, it follows the steps that real data analysts use to acquire their data, get it into shape, analyze it, and produce meaningful results that they can provide to clients. RETAIL SELLING POINTS Step-by-step guide to practical data analysis Gives quick access to the R language Written by seasoned researcher Uses over 130 graphics AUDIENCE This book is for social scientists, medical and pharmaceutical researchers, professors and students in quantitative fields, data analysts, data mining specialists, and statistical programmers who have a sense of what they want to do, but not how to do it in R. ABOUT THE TECHNOLOGY R is a powerful language for statistical computing and graphics that can handle virtually any data-crunching task. It runs on all important platforms and provides thousands of useful specialized modules and. Codice articolo 00105604059
Compra usato
EUR 5,26
Spedizione gratuita
Spedito in U.S.A.
Spedito in U.S.A.
Quantità: 8 disponibili
Foto dell'editore
R in Action
Editore:
Manning Publications, 2015
ISBN 10: 1617291382
ISBN 13: 9781617291388
Antico o usato
Paperback
Da: World of Books (was SecondSale), Montgomery, IL, U.S.A.
Valutazione del venditore 5 su 5 stelle
Paperback. Condizione: Very Good. ? DESCRIPTION R is a powerful language for statistical computing and graphics that can handle virtually any data-crunching task. It runs on all important platforms and provides thousands of useful specialized modules and utilities. This makes R a great way to get meaningful information from mountains of raw data. R in Action, Second Edition is language tutorial focused on practical problems. Written by a research methodologist, it takes a direct and modular approach to quickly give readers the information they need to produce useful results. Focusing on realistic data analyses and a comprehensive integration of graphics, it follows the steps that real data analysts use to acquire their data, get it into shape, analyze it, and produce meaningful results that they can provide to clients. RETAIL SELLING POINTS Step-by-step guide to practical data analysis Gives quick access to the R language Written by seasoned researcher Uses over 130 graphics AUDIENCE This book is for social scientists, medical and pharmaceutical researchers, professors and students in quantitative fields, data analysts, data mining specialists, and statistical programmers who have a sense of what they want to do, but not how to do it in R. ABOUT THE TECHNOLOGY R is a powerful language for statistical computing and graphics that can handle virtually any data-crunching task. It runs on all important platforms and provides thousands of useful specialized modules and. Codice articolo 00108619990
Compra usato
EUR 5,26
Spedizione gratuita
Spedito in U.S.A.
Spedito in U.S.A.
Quantità: 2 disponibili
Foto dell'editore
R in Action: Data Analysis and Graphics with R
Da: More Than Words, Waltham, MA, U.S.A.
Valutazione del venditore 5 su 5 stelle
Condizione: Good. A sound copy with only light wear. Overall a solid copy at a great price! Codice articolo BOS-U-08d-01562
Compra usato
EUR 2,08
Spedizione EUR 3,56
Spedito in U.S.A.
Spedito in U.S.A.
Quantità: 1 disponibili
Foto dell'editore
R in Action: Data Analysis and Graphics with R
Editore:
Manning Publications, 2015
ISBN 10: 1617291382
ISBN 13: 9781617291388
Antico o usato
Paperback
Da: ThriftBooks-Dallas, Dallas, TX, U.S.A.
Valutazione del venditore 5 su 5 stelle
Paperback. Condizione: Good. No Jacket. Pages can have notes/highlighting. Spine may show signs of wear. ~ ThriftBooks: Read More, Spend Less. Codice articolo G1617291382I3N00
Compra usato
EUR 5,98
Spedizione gratuita
Spedito in U.S.A.
Spedito in U.S.A.
Quantità: 1 disponibili
Foto dell'editore
R in Action: Data Analysis and Graphics with R
Editore:
Manning Publications, 2015
ISBN 10: 1617291382
ISBN 13: 9781617291388
Antico o usato
Paperback
Da: ThriftBooks-Phoenix, Phoenix, AZ, U.S.A.
Valutazione del venditore 5 su 5 stelle
Paperback. Condizione: Good. No Jacket. Pages can have notes/highlighting. Spine may show signs of wear. ~ ThriftBooks: Read More, Spend Less. Codice articolo G1617291382I3N00
Compra usato
EUR 5,98
Spedizione gratuita
Spedito in U.S.A.
Spedito in U.S.A.
Quantità: 1 disponibili
Foto dell'editore
R in Action: Data Analysis and Graphics with R
Editore:
Manning Publications, 2015
ISBN 10: 1617291382
ISBN 13: 9781617291388
Antico o usato
Paperback
Da: ThriftBooks-Atlanta, AUSTELL, GA, U.S.A.
Valutazione del venditore 5 su 5 stelle
Paperback. Condizione: Good. No Jacket. Pages can have notes/highlighting. Spine may show signs of wear. ~ ThriftBooks: Read More, Spend Less. Codice articolo G1617291382I3N00
Compra usato
EUR 5,98
Spedizione gratuita
Spedito in U.S.A.
Spedito in U.S.A.
Quantità: 1 disponibili
Foto dell'editore
R in Action: Data Analysis and Graphics with R
Editore:
Manning Publications, 2015
ISBN 10: 1617291382
ISBN 13: 9781617291388
Antico o usato
Paperback
Da: ThriftBooks-Reno, Reno, NV, U.S.A.
Valutazione del venditore 5 su 5 stelle
Paperback. Condizione: Good. No Jacket. Pages can have notes/highlighting. Spine may show signs of wear. ~ ThriftBooks: Read More, Spend Less. Codice articolo G1617291382I3N00
Compra usato
EUR 5,98
Spedizione gratuita
Spedito in U.S.A.
Spedito in U.S.A.
Quantità: 1 disponibili
Foto dell'editore
R in Action: Data Analysis and Graphics with R
Editore:
Manning Publications, 2015
ISBN 10: 1617291382
ISBN 13: 9781617291388
Antico o usato
Paperback
Da: ThriftBooks-Dallas, Dallas, TX, U.S.A.
Valutazione del venditore 5 su 5 stelle
Paperback. Condizione: Very Good. No Jacket. May have limited writing in cover pages. Pages are unmarked. ~ ThriftBooks: Read More, Spend Less. Codice articolo G1617291382I4N00
Compra usato
EUR 5,98
Spedizione gratuita
Spedito in U.S.A.
Spedito in U.S.A.
Quantità: 1 disponibili
Foto dell'editore
R in Action: Data Analysis and Graphics with R
Editore:
Manning (edition 2nd), 2015
ISBN 10: 1617291382
ISBN 13: 9781617291388
Antico o usato
Paperback
Da: BooksRun, Philadelphia, PA, U.S.A.
Valutazione del venditore 5 su 5 stelle
Paperback. Condizione: Very Good. 2nd. It's a well-cared-for item that has seen limited use. The item may show minor signs of wear. All the text is legible, with all pages included. It may have slight markings and/or highlighting. Codice articolo 1617291382-11-1
Compra usato
EUR 6,61
Spedizione gratuita
Spedito in U.S.A.
Spedito in U.S.A.
Quantità: 3 disponibili