Introduction to R¶
Contents¶
- Before we start
- Getting some data to play with
- Variable, Data Structures and Functions
- Objects
- Object Orientation, or not
- Some practically useful things
- Manipulation of Objects
- Functions and operators in R
- Arguments to functions
- Return values from functions
- Some Common Functions
- Statistical Models in R
- Modes and Classes of Objects
- Vectors
- Factors
- Recycling in Vector operations
- Matrices
- Arrays
- Lists
- Data Frames
- Headers
- User defined functions
- Help
- Packages
- Calculating a new column
- Sorting a data frame
- Truth in R
- Conditional subscripting
- Regular Expressions
- Factors again
- Plotting
- Par
- Histograms
- Attaching a data frame
- Clearing your work space
- More plotting parameters
- Plotting to a file
- Some other plotting commands
- Linear modelling
- Hypothesis testing
- Sourcing and Sinking
- Batch Processing
- Scripting
- RNASeq
- Using R on the HPC
- Miscellanea
- Closing comments