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Proving consistency of non-standard kernel estimators

✍ Scribed by David M. Mason


Book ID
113079613
Publisher
Springer Netherlands
Year
2012
Tongue
English
Weight
330 KB
Volume
15
Category
Article
ISSN
1387-0874

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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