About the Nonparametric Estimation of the Bernoulli Regression |
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| Authors: | E. Nadaraya P. Babilua G. Sokhadze |
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| Affiliation: | 1. Faculty of Exact and Natural Sciences , Iv. Javakhishvili Tbilisi State University , Tbilisi , Georgia elizbar.nadaraya@tsu.ge;3. Faculty of Exact and Natural Sciences , Iv. Javakhishvili Tbilisi State University , Tbilisi , Georgia |
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| Abstract: | ![]()
The nonparametric estimation of the Bernoulli regression function is studied. The uniform consistency conditions are established and the limit theorems are proved for continuous functionals on C[a, 1 ? a], 0 < a < 1/2. |
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| Keywords: | Bernoulli regression Consistency Kernel estimation Uniform convergence Wiener process |
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