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KDETREES: non-parametric estimation of phylogenetic tree distributions

✍ Scribed by Weyenberg, G.; Huggins, P. M.; Schardl, C. L.; Howe, D. K.; Yoshida, R.


Book ID
125482335
Publisher
Oxford University Press
Year
2014
Tongue
English
Weight
908 KB
Volume
30
Category
Article
ISSN
1367-4803

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Distribution-free consistency of kernel
✍ Andrzej S. Kozek; MirosΕ‚aw Pawlak πŸ“‚ Article πŸ“… 2002 πŸ› Elsevier Science 🌐 English βš– 124 KB

We prove that in the case of independent and identically distributed random vectors (X i ; Y i ) a class of kernel type M-estimators is universally and strongly consistent for conditional M-functionals. The term universal means that the strong consistency holds for all joint probability distribution