Your question is Frameworks for Noisy Data. Take a moment with it on the right.
Talk me through your thinking if you like. When you're confident, submit your answer and I'll grade it like a real screen (7/10 or better passes).
When dealing with noisy or incomplete data, what statistical or computational frameworks do you prioritize?