Title :
One nonparametric estimation of the Bernoulli regression
Author :
Nadaraya, E. ; Babilua, P. ; Sokhadze, G.
Author_Institution :
I. Javakhishvili Tbilisi State Univ., Tbilisi, Georgia
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.
Keywords :
estimation theory; nonparametric statistics; regression analysis; Bernoulli regression; nonparametric estimation; uniform consistency condition; Bernoulli regression; Wiener process; consistency; kernel estimation; uniform convergence;
Conference_Titel :
Problems of Cybernetics and Informatics (PCI), 2012 IV International Conference
Conference_Location :
Baku
Print_ISBN :
978-1-4673-4500-2
DOI :
10.1109/ICPCI.2012.6486409
