17 citations · 29 across the 10 of their papers we have counts for
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stat.ME2016★ 1 cited
Partitioned Cross-Validation for Divide-and-Conquer Density Estimation
Anirban Bhattacharya, Jeffrey D. Hart
We present an efficient method to estimate cross-validation bandwidth parameters for kernel density estimation in very large datasets where ordinary cross-validation is rendered hi…
stat.ME2016
Theoretical Properties and Practical Performance of Fully Robust One-Sided Cross-Validation
Olga Y. Savchuk, Jeffrey D. Hart
Fully robust OSCV is a modification of the OSCV method that produces consistent bandwidth in the cases of smooth and nonsmooth regression functions. The current implementation of t…