A Benchmark Study of Classical and Dual Polynomial Regression (DPR)-Based Probability Density Estimation Technique

Shantanu Sarkar, Mousumi Sinha, Dexter Cahoy

The probability density function (PDF) plays a central role in statistical and machine learning modeling. Real-world data often deviates from Gaussian assumptions, exhibiting skewn…