HAL-MLE Log-Splines Density Estimation (Part I: Univariate)

Yilong Hou, Zhengpu Zhao, Yi Li +1

We study nonparametric maximum likelihood estimation of probability densities under a total variation (TV) type penalty, sectional variation norm (also named as Hardy-Krause variat…