[PDF] Easy R eBook

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Easy R

Author : Elizabeth Gohmert
Publisher : SAGE Publications
Page : 193 pages
File Size : 14,29 MB
Release : 2020-01-02
Category : Political Science
ISBN : 1544379439

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Built on the premise that anyone can learn to use the R software, this book emphasizes using R to do useful things like writing papers and reports, creating graphs, and conducting simple data analysis.

The Easy R

Author : Charlotte Boshart
Publisher :
Page : 120 pages
File Size : 40,22 MB
Release : 2016-01-01
Category :
ISBN : 9781940908083

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Easy R

Author : Elizabeth Gohmert
Publisher : SAGE Publications
Page : 247 pages
File Size : 32,6 MB
Release : 2020-01-02
Category : Social Science
ISBN : 1544379420

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Do you want to learn R? This book is built on the premise that anyone with a bit of free time and a healthy curiosity can learn to use R in their studies or at work. The authors focus on using R to do useful things like writing reports, creating data and graphs, accessing datasets collected by others, preparing data, and conducting simple data analysis. In this book you’ll learn how to: install R and RStudio®, and set up an RStudio® project and folders; write an essay with graphs based on simple real-world data using R Markdown; create variables from everyday numeric information and visualize data through five types of charts—bar plot, histogram, pie chart, scatter plot, and time series line plot—to identify patterns in the data; write and run R programs, and prepare your data following the tidyverse approach; import external datasets into R, install R data packages, and carry out initial data validity checks; conduct exploratory data analysis through three exercises involving data on voting outcomes, natural resource consumption, and gross domestic product (GDP) via data visualization, correlation coefficient, and simple regression; and write a research paper on the impact of GDP per capita on life expectancy using R Markdown. Student-friendly language and examples (such as binge-watched shows on Netflix, and the top 5 songs on Spotify), cumulative learning, and practice exercises make this a must-have guide for a variety of courses where data are used and reports need to be written. Code and datasets used to carry out the examples in the book are available on an accompanying website.

Understanding Statistics

Author : Bruce J. Chalmer
Publisher : CRC Press
Page : 449 pages
File Size : 41,52 MB
Release : 2020-01-29
Category : Mathematics
ISBN : 1000715523

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Introducing undergraduates to the vital concepts of statistics, this superb textbook allows instructors to include as much—or as little—mathematical detail as may be suitable for their students. Featuring Statpal statistical software for the IBM PC®, the book contains study questions that help solidify students’ understanding of the material and prepare them for the next group of concepts. Many of the exercises, labeled “Statpal exercises,” are especially written for the Statpal statistical package. Understanding Statistics begins with the basic concepts of statistical inference ... presents normal and binomial distributions, general techniques of interval estimation and hypothesis testing, and applications of these techniques to inferences about a single population mean and proportions ... and covers inferences about group differences, including parametric and nonparametric approaches to the two-group case, and the one-way ANOVA and its nonparametric analogue. In addition, this volume considers relationships between two variables, including the correlation co-efficient, Spearman’s rho, and Kendall’s tau ... surveys basic regression methods, including simple, multiple, and stepwise ... and discusses the analysis of variance of factorial designs, the concept of interaction, and the analysis of categorical data using the chi-square test. Complete with tables and drawings plus appendices that furnish instructions for using Statpal software, information on advanced topics, and much more, Understanding Statistics is an ideal text for undergraduate survey courses on statistical methods as well as for courses in economics, psychology, sociology, education, business administration, and others that require basic statistics.

Short Stories in Russian for Beginners

Author : Olly Richards
Publisher : Hachette UK
Page : 181 pages
File Size : 34,78 MB
Release : 2018-10-04
Category : Foreign Language Study
ISBN : 1473683505

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An unmissable collection of eight unconventional and captivating short stories for young and adult learners. "I love Olly's work - and you will too!" - Barbara Oakley, PhD, Author of New York Times bestseller A Mind for Numbers Short Stories in Russian for Beginners has been written especially for students from beginner to intermediate level, designed to give a sense of achievement, and most importantly - enjoyment! Mapped to A2-B1 on the Common European Framework of Reference, these eight captivating stories will both entertain you, and give you a feeling of progress when reading. What does this book give you? · Eight stories in a variety of exciting genres, from science fiction and crime to history and thriller - making reading fun, while you learn a wide range of new vocabulary · Controlled language at your level, including the 1000 most frequent words, to help you progress confidently · Authentic spoken dialogues, to help you learn conversational expressions and improve your speaking ability · Pleasure! It's much easier to learn a new language when you're having fun, and research shows that if you're enjoying reading in a foreign language, you won't experience the usual feelings of frustration - 'It's too hard!' 'I don't understand!' · Accessible grammar so you learn new structures naturally, in a stress-free way Carefully curated to make learning a new language easy, these stories include key features that will support and consolidate your progress, including · A glossary for bolded words in each text · A bilingual word list · Full plot summary · Comprehension questions after each chapter. As a result, you will be able to focus on enjoying reading, delighting in your improved range of vocabulary and grasp of the language, without ever feeling overwhelmed or frustrated. From science fiction to fantasy, to crime and thrillers, Short Stories in Russian for Beginners will make learning Russian easy and enjoyable. Publisher's Note: The new edition of October 2018 has been comprehensively revised: it rectifies the translation errors identified by reviewers below in the previous edition and includes a completely new story.

R for Data Science

Author : Hadley Wickham
Publisher : "O'Reilly Media, Inc."
Page : 521 pages
File Size : 36,25 MB
Release : 2016-12-12
Category : Computers
ISBN : 1491910364

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Learn how to use R to turn raw data into insight, knowledge, and understanding. This book introduces you to R, RStudio, and the tidyverse, a collection of R packages designed to work together to make data science fast, fluent, and fun. Suitable for readers with no previous programming experience, R for Data Science is designed to get you doing data science as quickly as possible. Authors Hadley Wickham and Garrett Grolemund guide you through the steps of importing, wrangling, exploring, and modeling your data and communicating the results. You'll get a complete, big-picture understanding of the data science cycle, along with basic tools you need to manage the details. Each section of the book is paired with exercises to help you practice what you've learned along the way. You'll learn how to: Wrangle—transform your datasets into a form convenient for analysis Program—learn powerful R tools for solving data problems with greater clarity and ease Explore—examine your data, generate hypotheses, and quickly test them Model—provide a low-dimensional summary that captures true "signals" in your dataset Communicate—learn R Markdown for integrating prose, code, and results

R

Author : Felix Alvaro
Publisher :
Page : 156 pages
File Size : 11,17 MB
Release : 2016-05-01
Category :
ISBN : 9781533685018

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Learn R Programming Today With This Easy, Step-By-Step Guide! Do you want to learn R Programming? Do you get overwhelmed by complicated lingo and want a guide that is easy to follow, detailed and written to make the process enjoyable? If so, "R: Easy R Programming for Beginners - Your Step-By-Step Guide To Learning R Programming" by Felix Alvaro is THE book for you! It covers the most essential topics you must learn to begin programming with R.With more than two million global users, the R language is rapidly turning into a top programming language specifically in the space of data science as well as statistics. What you are going to learn in this step-by-step beginner's guide is how to master the fundamentals of such a gorgeous open-source programming language which includes vectors, data frames and lists.Not only is the language growing in popularity, but the demand for R Programmers is also rising, with skilled programmers getting paid an average annual salary of $115,000 per year! What Separates This Book From The Rest? What separates this book from all the others out there is the approach to teaching. A lot of the books you will stumble upon simply throw information at you, leaving you confused and stuck.We believe that books of this nature should be easy to grasp and written in jargon-free English you can understand, making you feel confident and allowing you to grasp each topic with ease.To help you achieve this, the guide has been crafted in a step-by-step manner which we feel is the best way for you to learn a new subject, one step at a time. It also includes various images to give you assurance you are going in the right direction, as well as having exercises where you can proudly practice your newly attained skills. You Will Learn The Following: The history of R programming and its benefits How to install R & R Studio and work with code editors The fundamentals of R syntax Function & Arguments R Programming with user packages Organizing data in Vectors Working with Data-Frames and Matrices Creating Lists Effective coding in R Controlling Logical Flow Woking with base graphics Creating Facetted graphics using Lattice And much more! So don't delay it any longer. Take this opportunity and invest in this guide now. You will be amazed by the skills you will quickly attain! Buy This Guide Now! See you inside!

Rigor Made Easy

Author : Barbara R. Blackburn
Publisher : Routledge
Page : 89 pages
File Size : 20,97 MB
Release : 2013-08-06
Category : Education
ISBN : 1317923502

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Bestselling author and noted rigor expert Barbara Blackburn shares the secrets to getting started, maintaining momentum, and reaching your goals. Learn what rigor looks like in the classroom, understand what it means for your students, and get the keys to successful implementation. Learn how to use rigor to raise expectations, provide appropriate support, and meet the Common Core State Standards - whether or not rigor is mandated in your district! This book is filled with practical, use-the-next-day strategies for all grade levels and subject areas. Use the ideas to raise the level of learning for all of your students! Also Available! Correlation Table linking topics in Rigor Made Easy to the Common Core!

Up

Author : Ronald Sukenick
Publisher : University of Alabama Press
Page : 344 pages
File Size : 35,53 MB
Release : 1998
Category : Fiction
ISBN : 9781573660457

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The author himself is the main character of this book, in which he glides undisturbed from present to future, from reality to fantasy. Sometimes he's an adolescent Brooklynite, at other times a part-time English teacher, a struggling writer living in a Lower East Side tenement, or a fantasist deftly moving in and out of numerous alter egos. **Lightning Print On Demand Title

The Book of R

Author : Tilman M. Davies
Publisher : No Starch Press
Page : 833 pages
File Size : 12,23 MB
Release : 2016-07-16
Category : Computers
ISBN : 1593276516

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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 using R effectively for 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 and performing statistical tests and modeling. You’ll even learn how to create impressive data visualizations with R’s basic graphics tools and contributed packages, like ggplot2 and ggvis, as well as interactive 3D visualizations using the rgl package. Dozens of hands-on exercises (with downloadable solutions) 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 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 Combining detailed explanations with real-world examples and exercises, this book will provide you with a solid understanding of both statistics and the depth of R’s functionality. Make The Book of R your doorway into the growing world of data analysis.