R In Action
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R In Action
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Author : Robert I. Kabacoff
language : en
Publisher: Simon and Schuster
Release Date : 2015-05-20
R In Action written by Robert I. Kabacoff and has been published by Simon and Schuster this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-05-20 with Computers categories.
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 PART 1 GETTING STARTED Introduction to R Creating a dataset Getting started with graphs Basic data management Advanced data management PART 2 BASIC METHODS Basic graphs Basic statistics PART 3 INTERMEDIATE METHODS Regression Analysis of variance Power analysis Intermediate graphs Resampling statistics and bootstrapping PART 4 ADVANCED METHODS Generalized linear models Principal components and factor analysis Time series Cluster analysis Classification Advanced methods for missing data PART 5 EXPANDING YOUR SKILLS 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
R In Action Third Edition
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Author : Robert I. Kabacoff
language : en
Publisher: Simon and Schuster
Release Date : 2022-06-28
R In Action Third Edition written by Robert I. Kabacoff and has been published by Simon and Schuster this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-06-28 with Computers categories.
R is the most powerful tool you can use for statistical analysis. This definitive guide smooths R’s steep learning curve with practical solutions and real-world applications for commercial environments. In R in Action, Third Edition you will learn how to: Set up and install R and RStudio Clean, manage, and analyze data with R Use the ggplot2 package for graphs and visualizations Solve data management problems using R functions Fit and interpret regression models Test hypotheses and estimate confidence Simplify complex multivariate data with principal components and exploratory factor analysis Make predictions using time series forecasting Create dynamic reports and stunning visualizations Techniques for debugging programs and creating packages R in Action, Third Edition makes learning R quick and easy. That’s why thousands of data scientists have chosen this guide to help them master the powerful language. Far from being a dry academic tome, every example you’ll encounter in this book is relevant to scientific and business developers, and helps you solve common data challenges. R expert Rob Kabacoff takes you on a crash course in statistics, from dealing with messy and incomplete data to creating stunning visualizations. This revised and expanded third edition contains fresh coverage of the new tidyverse approach to data analysis and R’s state-of-the-art graphing capabilities with the ggplot2 package. About the technology Used daily by data scientists, researchers, and quants of all types, R is the gold standard for statistical data analysis. This free and open source language includes packages for everything from advanced data visualization to deep learning. Instantly comfortable for mathematically minded users, R easily handles practical problems without forcing you to think like a software engineer. About the book R in Action, Third Edition teaches you how to do statistical analysis and data visualization using R and its popular tidyverse packages. In it, you’ll investigate real-world data challenges, including forecasting, data mining, and dynamic report writing. This revised third edition adds new coverage for graphing with ggplot2, along with examples for machine learning topics like clustering, classification, and time series analysis. What's inside Clean, manage, and analyze data Use the ggplot2 package for graphs and visualizations Techniques for debugging programs and creating packages A complete learning resource for R and tidyverse About the reader Requires basic math and statistics. No prior experience with R needed. About the author Dr. Robert I Kabacoff is a professor of quantitative analytics at Wesleyan University and a seasoned data scientist with more than 20 years of experience. Table of Contents PART 1 GETTING STARTED 1 Introduction to R 2 Creating a dataset 3 Basic data management 4 Getting started with graphs 5 Advanced data management PART 2 BASIC METHODS 6 Basic graphs 7 Basic statistics PART 3 INTERMEDIATE METHODS 8 Regression 9 Analysis of variance 10 Power analysis 11 Intermediate graphs 12 Resampling statistics and bootstrapping PART 4 ADVANCED METHODS 13 Generalized linear models 14 Principal components and factor analysis 15 Time series 16 Cluster analysis 17 Classification 18 Advanced methods for missing data PART 5 EXPANDING YOUR SKILLS 19 Advanced graphs 20 Advanced programming 21 Creating dynamic reports 22 Creating a package
R In Action
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Author : Dr. Robert I Kabacoff
language : en
Publisher:
Release Date : 2022
R In Action written by Dr. Robert I Kabacoff and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022 with R (Computer program language) categories.
R in Action, Third Edition teaches you how to do statistical analysis and data visualization using R and its popular tidyverse packages. --
R In Action
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Author : Robert Kabacoff
language : en
Publisher:
Release Date : 2015
R In Action written by Robert Kabacoff and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015 with categories.
"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. 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."--Resource description page.
The Law Of Horses
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Author : George Henry Hewitt Oliphant
language : en
Publisher:
Release Date : 1882
The Law Of Horses written by George Henry Hewitt Oliphant and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1882 with Horses categories.
New Annual Army List Militial List And Indian Civil Service List
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Author :
language : en
Publisher:
Release Date : 1881
New Annual Army List Militial List And Indian Civil Service List written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1881 with categories.
A Copious And Critical English Latin Dictionary
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Author : William Smith
language : en
Publisher:
Release Date : 1871
A Copious And Critical English Latin Dictionary written by William Smith and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1871 with English language categories.
Thomas Carlyle The Story Of His Life An Writings By R And M Cochrane
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Author : Robert Cochrane (miscellaneous writer.)
language : en
Publisher:
Release Date : 1896
Thomas Carlyle The Story Of His Life An Writings By R And M Cochrane written by Robert Cochrane (miscellaneous writer.) and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1896 with categories.
Shakespeare Lexicon M Z
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Author : Alexander Schmidt
language : en
Publisher:
Release Date : 1886
Shakespeare Lexicon M Z written by Alexander Schmidt and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1886 with categories.
Chronological Table Of And Index To The Statutes To The End Of The Session Of
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Author :
language : en
Publisher:
Release Date : 1902
Chronological Table Of And Index To The Statutes To The End Of The Session Of written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1902 with Law categories.