This is my very first attempt to write a vignette, and rather a brief analysis of available tools and packages in R. The purpose of this document is to explore and compare regression modelling tools when applied to time series data. The functions explored here are lm, tslm, and dynlm, a sketchy comparison is done between these and auto.arima function.