使用data.table对不同范围的数据和不同的组应用lm函数

How do I perform a linear regression using different intervals for data in different groups in a data.table? I am currently doing this using plyr but with large data sets it gets very slow. Any help to speed up the process is greatly appreciated.How do I perform a linear regression using diff