Hi Sneha,
You didn't as a specific question so I can't answer specifically.
Apparently you have the measurement and you know the measurement value (1pA DC).
So to find the error, subtract the measurement from the known parameter you're measuring (1pA) and you have the noise.
To analyze the noise start with finding it's mean, then standard deviation, variance and ...
Good Luck!