R Programming
A lightweight execution-visualization book.
Values and Vectors
Hello
Vectors
Indexing
Flow and Data
Branches
Functions
Data Frames
Types and Missing Values
Type Conversion
Missing Values
Factors
Subsetting and Cleaning
Logical Filters
Column Selection
Ordering Rows
Loops and Apply
For Loops
Vectorized Choices
Apply Family
Lists, Matrices, and Tables
Lists
Matrices
Tables
Strings and Dates
String Cleanup
Pattern Matching
Dates
Data Analysis
Aggregate
Merge
Reshape
Functions and Errors
Defaults
Scope
tryCatch
Files and Reproducibility
CSV I/O
set.seed
Linear Models