Non-compartmental pharmacokinetic analysis is a model-independent method that does not require assumptions about the underlying compartment model. It uses statistical moments to analyze drug concentration-time data following a single dose. Key parameters that can be estimated include clearance, mean residence time, volume of distribution, half-life, and bioavailability. The analysis involves calculating the area under the curve based on the trapezoidal rule to summarize overall drug exposure.