1. A method of identifying a significant event in a chemical mechanical planarization process, the method comprising the steps of: decomposing coefficient of friction data acquired from a chemical mechanical planarization process using wavelet-based multiresolution analysis; and applying a sequential probability ratio test for variance on the decomposed data to identify a significant event in the chemical mechanical planarization process.