Interpretation is to critical analysis as paint is to painting.
I believe that is the correct answer because if you want to analyze a text critically, you first have to interpret it correctly. Similarly, if you want to paint, you first have to use paint as your material. Interpretation is the first step to analyzing a text more thoroughly - first you should read the text, and try to determine its meaning. Then, you can start analyzing it more critically and in-depth.