R In Action Third Edition

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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: Manning Publications
Release Date : 2011

R In Action written by Robert Kabacoff and has been published by Manning Publications this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011 with Computers categories.

The ability to interpret and act on the massive amounts of information locked in web and enterprise systems is critical to success in the modern business economy. R, a free software environment for statistical computing and graphics, is a comprehensive package that empowers developers and analysts to capture, process, and respond intelligently to statistical information. R in Actionis the first book to present both the R system and the use cases that make it such a compelling package for business developers. The book begins by introducing the R language, and then moves on to various examples illustrating R's features. Coverage includes data mining methodologies, approaches to messy data, R's extensive graphical environment, useful add-on modules, and how to interface R with other software platforms and data management systems.

The Book Of Health By Sir R Bennett And Others Ed By M Morris

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Author : Book
language : en
Publisher:
Release Date : 1884

The Book Of Health By Sir R Bennett And Others Ed By M Morris written by Book and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1884 with categories.

Publishers Trade List Annual 1980

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Author : Bobbs-Merrill Educational Co
language : en
Publisher:
Release Date : 1980

Publishers Trade List Annual 1980 written by Bobbs-Merrill Educational Co and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1980 with Language Arts & Disciplines categories.

Emancipatory Education And Action Research

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Author : Human Sciences Research Council
language : en
Publisher:
Release Date : 1993

Emancipatory Education And Action Research written by Human Sciences Research Council and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1993 with Education categories.

Since the early eighties a number of people in the Western Cape, first at the University of Cape Town and later at the University of the Western Cape (UWC), have been working in the field of emancipatory education in general, and more specifically in emancipatory action research. There has, however, not always been the opportunity to reflect collectively on one's work and thoughts regarding liberatory teaching and learning in schools and classrooms - or in any other situations and institutions for that matter.

Pr Cis Of An Action At Common Law

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Author : Herbert E. Boyle
language : en
Publisher:
Release Date : 1881

Pr Cis Of An Action At Common Law written by Herbert E. Boyle and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1881 with Procedure (Law) categories.

The British Library General Catalogue Of Printed Books To 1975

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Author : British Library
language : en
Publisher:
Release Date : 1984

The British Library General Catalogue Of Printed Books To 1975 written by British Library and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1984 with Reference categories.

Action Research

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Author : Robin McTaggart
language : en
Publisher: Deakin University Press
Release Date : 1991

Action Research written by Robin McTaggart and has been published by Deakin University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 1991 with Education categories.

Prepared for units EED402, EED702 offered by the Faculty of Education in Deakin University's Open Campus Program.

Index To The Official Journal Of The European Union

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Author :
language : en
Publisher:
Release Date : 2008

Index To The Official Journal Of The European Union written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008 with Law categories.