How to use a Kalman Filter in Brand Tracking?
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How to use a Kalman Filter in Brand Tracking?
Sample variability makes it difficult to distinguish between noise and true shifts. Traditionally, we rely on rolling averages to smooth out the extremes. Kalman Filter offers a flexible alternative and allows us to incorporate prior/additional information related to the sample and the market environment.
