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Sequential nonparametric estimation via Hermite series estimators
Algorithms for estimating the statistical properties of streams of data in real time, as well as for the efficient analysis of massive data sets, are becoming particularly pertinent given the increasing ubiquity of such data. In this thesis we introduce novel approaches to sequential (online) estima...
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| Format: | Thesis |
| Language: | English |
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Department of Statistical Sciences
2021
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