It’s well known that R is a memory based software, meaning that datasets must be copied into memory before being manipulated. For small or medium scale datasets, this doesn’t cause any troubles. However, when you need to deal with larger ones, for instance, financial time series or log data from the Internet, the consumption of memory is always a nuisance. Just to give a simple illustration, you can put in the following code into R to allocate a matrix named x and a vector named y.

Continue reading

Author's picture

Yixuan Qiu

Statistics, Data, and Programming

Associate Professor