Semiparametric density estimators multiply a parametric start by a kernel correction factor to improve performance near the parametric class without much loss far from it.
(1992).Multivariate Density Estimation: Theory, Practice, and Visualization
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Nonparametric density estimation with a parametric start
Semiparametric density estimators multiply a parametric start by a kernel correction factor to improve performance near the parametric class without much loss far from it.