Articles on R
R basics
- R Tutorial by Kelly Black, Dept of Mathematics, University of Georgia
- A List of Books and Articles Related to R on r-project.org
- Data Science Essentials in R. “A six-session series to build data analysis, wrangling, and visualization skills.”
- R Basics · UC Business Analytics R Programming Guide - DB
R tools
R data type
- Dealing with Numbers
- Dealing with Characters
- Dealing with Regex
- Dealing with Factors
- Dealing with Logical Values
- Dealing with Dates
- Dealing with NA’s
R Data Structures
r Functions
Importing/Exporting Data in r
Shape & Transform Data
Visualizations
Analytics in r
webscraping
Web Scraping with R - RCpedia - visit rcpedia.stanford.edu - DB
| [Reading Web Pages with R | Department of Statistics](https://statistics.berkeley.edu/computing/faqs/reading-web-pages-r) - DB |
RCrawler: An R package for parallel web crawling and scraping - ScienceDirect - DB
data management
Data Wrangling Part 1: Basic to Advanced Ways to Select Columns
Data Wrangling Part 2: Transforming your columns into the right shape
Data Wrangling Part 3: Filtering rows
Data Wrangling Part 4: Summarizing and slicing your data
statistics
Online Statistics Education: An Interactive Multimedia Course of Study
Outline of Statistical Pages, by David Howell, University of Vermont
Overview of Randomization Tests
The Standard Deviation - PDF - Date Read: - Notes - Dropbox Link
Normal Distribution Calculator - DB
| [Chapter 4 Modeling Basics in R | R for Statistical Learning](https://daviddalpiaz.github.io/r4sl/modeling-basics-in-r.html) - DB |
gambling and betting
Gambling mathematics - Wikipedia - DB
system trading
How to Build an Automated Trading System using R
machine learning in R
RPubs - Datacamp R - Supervised Learning in R: Regression [updated]