The described approach of digital processing of random oscillations data creates a formal procedure to obtain logarithmic decrement and natural frequency estimates. A straightforward mathematical description of the procedure provides efficient estimates. The derived analytical expressions for confidence intervals enable a priori evaluation for the estimates. Experimental validation of the method is also provided.