Author: David Keyes Publisher: No Starch Press ISBN: 1718503326 Category : Computers Languages : en Pages : 257
Book Description
Learn how to use R for everything from workload automation and creating online reports, to interpreting data, map making, and more. Written by the founder of a very popular online training platform for the R programming language! The R programming language is a remarkably powerful tool for data analysis and visualization, but its steep learning curve can be intimidating for some. If you just want to automate repetitive tasks or visualize your data, without the need for complex math, R for the Rest of Us is for you. Inside you’ll find a crash course in R, a quick tour of the RStudio programming environment, and a collection of real-word applications that you can put to use right away. You’ll learn how to create informative visualizations, streamline report generation, and develop interactive websites—whether you’re a seasoned R user or have never written a line of R code. You’ll also learn how to: • Manipulate, clean, and parse your data with tidyverse packages like dplyr and tidyr to make data science operations more user-friendly • Create stunning and customized plots, graphs, and charts with ggplot2 to effectively communicate your data insights • Import geospatial data and write code to produce visually appealing maps automatically • Generate dynamic reports, presentations, and interactive websites with R Markdown and Quarto that seamlessly integrate code, text, and graphics • Develop custom functions and packages tailored to your specific needs, allowing you to extend R’s functionality and automate complex tasks Unlock a treasure trove of techniques to transform the way you work. With R for the Rest of Us, you’ll discover the power of R to get stuff done. No advanced statistics degree required.
Author: Tilman M. Davies Publisher: No Starch Press ISBN: 1593276516 Category : Computers Languages : en Pages : 833
Book Description
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.
Author: John L. Taveras Publisher: Createspace Independent Publishing Platform ISBN: 9781500566357 Category : Languages : en Pages : 212
Book Description
R has a steep learning curve and, if taken in all at once, it can be overwhelming. But we can tame this curve by putting aside visualizations and analysis, and focusing on working with data. This book is all about data manipulation: importing, creating, modifying, filtering, summarizing and reshaping data sets. You will also go deep on the building blocks of R: vectors and functions. The language is simplified and technical lingo is kept to a minimum. You will see analogies to Excel where applicable, to ease your understanding of concepts. Supplemental articles and videos can be found at rforexcelusers.com
Author: Norman Matloff Publisher: No Starch Press ISBN: 1593273843 Category : Computers Languages : en Pages : 404
Book Description
R is the world's most popular language for developing statistical software: Archaeologists use it to track the spread of ancient civilizations, drug companies use it to discover which medications are safe and effective, and actuaries use it to assess financial risks and keep economies running smoothly. The Art of R Programming takes you on a guided tour of software development with R, from basic types and data structures to advanced topics like closures, recursion, and anonymous functions. No statistical knowledge is required, and your programming skills can range from hobbyist to pro. Along the way, you'll learn about functional and object-oriented programming, running mathematical simulations, and rearranging complex data into simpler, more useful formats. You'll also learn to: –Create artful graphs to visualize complex data sets and functions –Write more efficient code using parallel R and vectorization –Interface R with C/C++ and Python for increased speed or functionality –Find new R packages for text analysis, image manipulation, and more –Squash annoying bugs with advanced debugging techniques Whether you're designing aircraft, forecasting the weather, or you just need to tame your data, The Art of R Programming is your guide to harnessing the power of statistical computing.
Author: Dana K. White Publisher: Thomas Nelson ISBN: 1400231442 Category : House & Home Languages : en Pages : 225
Book Description
So you want to keep your kitchen counter clean but you aren't ready to toss the toaster? You want to be able to find your kids' socks but aren't looking to spend your 401(k) on clear bins? You long for a little more peace but minimalism isn't sparking joy? Discover 100 practical, do-able tips to organize, declutter and manage your home. Traditional organizing advice never worked for decluttering expert and self-proclaimed recovering slob Dana K. White. Is it possible, she wondered, to get organized without color coding my sock drawer? As Dana let go of the need for perfection, she discovered the joy of having an organized house in the midst of everyday life. You can too! In Organizing for the Rest of Us, Dana teaches you how to make great strides without losing your mind in organizing every room of your home. You'll find her 100 easy-to-read organizing tips invaluable, including: Why you need to get a grip on laundry and dishes before getting organized The basics of organization for people who don't like to organize Why changing how we think about clutter is the first step to getting rid of it How living with less stuff is better for the environment, our spiritual lives, and our relationships The simple yet life-changing tactic that is the container concept Organizing for the Rest of Us includes colorful, practical photos, a presentation page, and a ribbon marker, making it a thoughtful and useful gift or self-purchase if you are: Doing spring cleaning (or cleaning during any season) Making New Year's resolutions Downsizing your own home or your parents' home Decluttering and organizing for your own peace of mind Fans of Dana's popular podcast, A Slob Comes Clean, will treasure this book as a timeless (and frequently revisited) resource. With her humorous, lighthearted, easy-to-follow approach, Dana provides bite-size, workable solutions to break through every organizational struggle you have--for good! Look for additional, practical organizational resources from Dana: Decluttering at the Speed of Life How to Manage Your Home Without Losing Your Mind
Author: Alex Reinhart Publisher: No Starch Press ISBN: 1593276206 Category : Mathematics Languages : en Pages : 177
Book Description
Scientific progress depends on good research, and good research needs good statistics. But statistical analysis is tricky to get right, even for the best and brightest of us. You'd be surprised how many scientists are doing it wrong. Statistics Done Wrong is a pithy, essential guide to statistical blunders in modern science that will show you how to keep your research blunder-free. You'll examine embarrassing errors and omissions in recent research, learn about the misconceptions and scientific politics that allow these mistakes to happen, and begin your quest to reform the way you and your peers do statistics. You'll find advice on: –Asking the right question, designing the right experiment, choosing the right statistical analysis, and sticking to the plan –How to think about p values, significance, insignificance, confidence intervals, and regression –Choosing the right sample size and avoiding false positives –Reporting your analysis and publishing your data and source code –Procedures to follow, precautions to take, and analytical software that can help Scientists: Read this concise, powerful guide to help you produce statistically sound research. Statisticians: Give this book to everyone you know. The first step toward statistics done right is Statistics Done Wrong.
Author: Lee M. Fields Publisher: Zondervan Academic ISBN: 0310590590 Category : Religion Languages : en Pages : 306
Book Description
This is a companion volume to Greek for the Rest of Us by William D. Mounce. This book is a guide for English-only readers to understand the language of the Old Testament just enough to work with the Old Testament in more detail and to understand the scholarly literature on the Hebrew Bible. Its specific aims are to aid students to learn (1) why translations differ, (2) how to do Hebrew word studies, (3) what the basics of Hebrew exegesis are, and (4) how to read more advanced Old Testament commentaries with greater understanding. Herbrew for the Rest of Us is set up in a workbook format.
Author: Ottessa Moshfegh Publisher: Penguin ISBN: 0525522123 Category : Fiction Languages : en Pages : 189
Book Description
From one of our boldest, most celebrated new literary voices, a novel about a young woman's efforts to duck the ills of the world by embarking on an extended hibernation with the help of one of the worst psychiatrists in the annals of literature and the battery of medicines she prescribes Our narrator should be happy, shouldn't she? She's young, thin, pretty, a recent Columbia graduate, works an easy job at a hip art gallery, lives in an apartment on the Upper East Side of Manhattan paid for, like the rest of her needs, by her inheritance. But there is a dark and vacuous hole in her heart, and it isn't just the loss of her parents, or the way her Wall Street boyfriend treats her, or her sadomasochistic relationship with her best friend, Reva. It's the year 2000 in a city aglitter with wealth and possibility; what could be so terribly wrong? My Year of Rest and Relaxation is a powerful answer to that question. Through the story of a year spent under the influence of a truly mad combination of drugs designed to heal our heroine from her alienation from this world, Moshfegh shows us how reasonable, even necessary, alienation can be. Both tender and blackly funny, merciless and compassionate, it is a showcase for the gifts of one of our major writers working at the height of her powers.
Author: R. Austin Freeman Publisher: Good Press ISBN: Category : Fiction Languages : en Pages : 7085
Book Description
The Collected Works of R. Austin Freeman (Illustrated Edition) showcases the brilliance of R. Austin Freeman, a pioneer of the golden age of detective fiction. This comprehensive collection includes Freeman's iconic series featuring Dr. John Thorndyke, a medical jurist and detective who uses scientific methods to solve complex mysteries. Freeman's intricate plots, attention to detail, and meticulous research set him apart as a master of the genre, influencing later writers such as Agatha Christie. Readers will be captivated by the clever twists and intellectual challenges presented in these classic tales of deduction and crime solving. R. Austin Freeman, a trained physician and innovator in forensic science, drew upon his medical expertise to create the character of Dr. Thorndyke. His background in anatomy and pathology enabled him to craft realistic and plausible mysteries that are both entertaining and intellectually engaging. Freeman's dedication to scientific accuracy and logical reasoning shines through in his detective stories, offering readers a unique blend of entertainment and education. The Collected Works of R. Austin Freeman (Illustrated Edition) is highly recommended for fans of classic detective fiction and those interested in the history of the genre. Freeman's innovative approach to crime solving, combined with his distinctive narrative style, continues to intrigue and delight readers of all ages.
Author: David Keyes
Author: Tilman M. Davies
Author: John L. Taveras
Author: Norman Matloff
Author: Dana K. White
Author: Alex Reinhart
Author: Lee M. Fields
Author: Ottessa Moshfegh
Author: R. Austin Freeman
Author: Ascott Robert Hope Moncrieff