In reply to Ujjval.

There are a couple of methods. In general, statisticians can use PROC MI to impute missing values by using a variety of methods. For time series data in particular, you can use PROC EXPAND to convert the series of data you have to a different regular interval, and you can decide how those values are interpolated.