R All-in-One For Dummies
Home > Computing and Information Technology > Computer programming / software engineering > R All-in-One For Dummies
R All-in-One For Dummies

R All-in-One For Dummies


     0     
5
4
3
2
1



Available


X
About the Book

A deep dive into the programming language of choice for statistics and data With R All-in-One For Dummies, you get five mini-books in one, offering a complete and thorough resource on the R programming language and a road map for making sense of the sea of data we're all swimming in. Maybe you're pursuing a career in data science, maybe you're looking to infuse a little statistics know-how into your existing career, or maybe you're just R-curious. This book has your back. Along with providing an overview of coding in R and how to work with the language, this book delves into the types of projects and applications R programmers tend to tackle the most. You'll find coverage of statistical analysis, machine learning, and data management with R. Grasp the basics of the R programming language and write your first lines of code Understand how R programmers use code to analyze data and perform statistical analysis Use R to create data visualizations and machine learning programs  Work through sample projects to hone your R coding skill This is an excellent all-in-one resource for beginning coders who'd like to move into the data space by knowing more about R.

Table of Contents:
Introduction 1 Book 1: Introducing R 5 Chapter 1: R: What It Does and How It Does It 7 Chapter 2: Working with Packages, Importing, and Exporting 37 Book 2: Describing Data 51 Chapter 1: Getting Graphic 53 Chapter 2: Finding Your Center 93 Chapter 3: Deviating from the Average 103 Chapter 4: Meeting Standards and Standings 113 Chapter 5: Summarizing It All 125 Chapter 6: What’s Normal? 145 Book 3: Analyzing Data 163 Chapter 1: The Confidence Game: Estimation 165 Chapter 2: One-Sample Hypothesis Testing 181 Chapter 3: Two-Sample Hypothesis Testing 207 Chapter 4: Testing More than Two Samples 233 Chapter 5: More Complicated Testing 257 Chapter 6: Regression: Linear, Multiple, and the General Linear Model 279 Chapter 7: Correlation: The Rise and Fall of Relationships 315 Chapter 8: Curvilinear Regression: When Relationships Get Complicated 335 Chapter 9: In Due Time 359 Chapter 10: Non-Parametric Statistics 371 Chapter 11: Introducing Probability 393 Chapter 12: Probability Meets Regression: Logistic Regression 415 Book 4: Learning from Data 423 Chapter 1: Tools and Data for Machine Learning Projects 425 Chapter 2: Decisions, Decisions, Decisions 449 Chapter 3: Into the Forest, Randomly 467 Chapter 4: Support Your Local Vector 483 Chapter 5: K-Means Clustering 503 Chapter 6: Neural Networks 519 Chapter 7: Exploring Marketing 537 Chapter 8: From the City That Never Sleeps 557 Book 5: Harnessing R: Some Projects to Keep You Busy 573 Chapter 1: Working with a Browser 575 Chapter 2: Dashboards — How Dashing! 603 Index 639

About the Author :
Joseph Schmuller is a cognitive scientist and statistical analyst. His recent work in the For Dummies series includes the 5th edition of Statistical Analysis with Excel For Dummies along with Statistical Analysis with R For Dummies and R Projects For Dummies.


Best Sellers


Product Details
  • ISBN-13: 9781119983699
  • Publisher: John Wiley & Sons Inc
  • Publisher Imprint: For Dummies
  • Height: 231 mm
  • No of Pages: 688
  • Returnable: N
  • Weight: 839 gr
  • ISBN-10: 111998369X
  • Publisher Date: 07 Feb 2023
  • Binding: Paperback
  • Language: English
  • Returnable: N
  • Spine Width: 41 mm
  • Width: 185 mm


Similar Products

Add Photo
Add Photo

Customer Reviews

REVIEWS      0     
Click Here To Be The First to Review this Product
R All-in-One For Dummies
John Wiley & Sons Inc -
R All-in-One For Dummies
Writing guidlines
We want to publish your review, so please:
  • keep your review on the product. Review's that defame author's character will be rejected.
  • Keep your review focused on the product.
  • Avoid writing about customer service. contact us instead if you have issue requiring immediate attention.
  • Refrain from mentioning competitors or the specific price you paid for the product.
  • Do not include any personally identifiable information, such as full names.

R All-in-One For Dummies

Required fields are marked with *

Review Title*
Review
    Add Photo Add up to 6 photos
    Would you recommend this product to a friend?
    Tag this Book Read more
    Does your review contain spoilers?
    What type of reader best describes you?
    I agree to the terms & conditions
    You may receive emails regarding this submission. Any emails will include the ability to opt-out of future communications.

    CUSTOMER RATINGS AND REVIEWS AND QUESTIONS AND ANSWERS TERMS OF USE

    These Terms of Use govern your conduct associated with the Customer Ratings and Reviews and/or Questions and Answers service offered by Bookswagon (the "CRR Service").


    By submitting any content to Bookswagon, you guarantee that:
    • You are the sole author and owner of the intellectual property rights in the content;
    • All "moral rights" that you may have in such content have been voluntarily waived by you;
    • All content that you post is accurate;
    • You are at least 13 years old;
    • Use of the content you supply does not violate these Terms of Use and will not cause injury to any person or entity.
    You further agree that you may not submit any content:
    • That is known by you to be false, inaccurate or misleading;
    • That infringes any third party's copyright, patent, trademark, trade secret or other proprietary rights or rights of publicity or privacy;
    • That violates any law, statute, ordinance or regulation (including, but not limited to, those governing, consumer protection, unfair competition, anti-discrimination or false advertising);
    • That is, or may reasonably be considered to be, defamatory, libelous, hateful, racially or religiously biased or offensive, unlawfully threatening or unlawfully harassing to any individual, partnership or corporation;
    • For which you were compensated or granted any consideration by any unapproved third party;
    • That includes any information that references other websites, addresses, email addresses, contact information or phone numbers;
    • That contains any computer viruses, worms or other potentially damaging computer programs or files.
    You agree to indemnify and hold Bookswagon (and its officers, directors, agents, subsidiaries, joint ventures, employees and third-party service providers, including but not limited to Bazaarvoice, Inc.), harmless from all claims, demands, and damages (actual and consequential) of every kind and nature, known and unknown including reasonable attorneys' fees, arising out of a breach of your representations and warranties set forth above, or your violation of any law or the rights of a third party.


    For any content that you submit, you grant Bookswagon a perpetual, irrevocable, royalty-free, transferable right and license to use, copy, modify, delete in its entirety, adapt, publish, translate, create derivative works from and/or sell, transfer, and/or distribute such content and/or incorporate such content into any form, medium or technology throughout the world without compensation to you. Additionally,  Bookswagon may transfer or share any personal information that you submit with its third-party service providers, including but not limited to Bazaarvoice, Inc. in accordance with  Privacy Policy


    All content that you submit may be used at Bookswagon's sole discretion. Bookswagon reserves the right to change, condense, withhold publication, remove or delete any content on Bookswagon's website that Bookswagon deems, in its sole discretion, to violate the content guidelines or any other provision of these Terms of Use.  Bookswagon does not guarantee that you will have any recourse through Bookswagon to edit or delete any content you have submitted. Ratings and written comments are generally posted within two to four business days. However, Bookswagon reserves the right to remove or to refuse to post any submission to the extent authorized by law. You acknowledge that you, not Bookswagon, are responsible for the contents of your submission. None of the content that you submit shall be subject to any obligation of confidence on the part of Bookswagon, its agents, subsidiaries, affiliates, partners or third party service providers (including but not limited to Bazaarvoice, Inc.)and their respective directors, officers and employees.

    Accept

    Fresh on the Shelf


    Inspired by your browsing history


    Your review has been submitted!

    You've already reviewed this product!