ER-RAMMACH, M. Ilyes (2020) Set estimation and some of its applications for data analysis PRE - Research Project, ENSTA.



Set estimation deals with the problem of estimating or approximating an unknow compact set and some of its properties by statistical approaches. Generally, the set is a support of a probability density, it lives in an Euclidian space and is estimated from a random sample of points drawn into this set. A good enough estimation of the set allows also to estimate its dimension and its medial axis for example. This topic is a bridge between geometry and statistics and has a lot of applications.

Item Type:Thesis (PRE - Research Project)
Subjects:Mathematics and Applications
ID Code:8942
Deposited By:Ilyes ER-RAMMACH
Deposited On:19 oct. 2021 16:08
Dernière modification:19 oct. 2021 16:08

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