Penalized likelihood estimation of probability density functions using compositional splines

Stanislav Škorňa, Jitka Machalová

Probability density functions are commonly estimated through preliminary smoothing or aggregation procedures, e.g., histograms or kernel density estimation, before subsequent funct…