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stat.ME2019
Comparing partitions through the Matching Error
Mathias Bourel, Badih Ghattas, Meliza González
With the aim to propose a non parametric hypothesis test, this paper carries out a study on the Matching Error (ME), a comparison index of two partitions obtained from the same dat…
stat.ME2018
Bagging of Density Estimators
Mathias Bourel, Jairo Cugliari
In this work we give new density estimators by averaging classical density estimators such as the histogram, the frequency polygon and the kernel density estimators obtained over d…
stat.ME2012★ 1 cited
Aggregating density estimators: an empirical study
Mathias Bourel, Badih Ghattas
We present some new density estimation algorithms obtained by bootstrap aggregation like Bagging. Our algorithms are analyzed and empirically compared to other methods found in the…