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@inbook{1113537, author = {Konečná, Kateřina and Horová, Ivanka and Koláček, Jan}, address = {Athens}, booktitle = {Theoretical and Applied Issues in Statistics and Demography}, editor = {C H Skiadas}, keywords = {kernel smoothing; conditional density; bandwidth selection}, howpublished = {tištěná verze "print"}, language = {eng}, location = {Athens}, isbn = {978-618-81257-7-3}, pages = {15-31}, publisher = {International Society for the Advancement of Science and Technology (ISAST)}, title = {Conditional Density Estimations}, year = {2014} }
TY - CHAP ID - 1113537 AU - Konečná, Kateřina - Horová, Ivanka - Koláček, Jan PY - 2014 TI - Conditional Density Estimations VL - Neuveden PB - International Society for the Advancement of Science and Technology (ISAST) CY - Athens SN - 9786188125773 KW - kernel smoothing KW - conditional density KW - bandwidth selection N2 - The crucial problem of kernel estimation is the choice of bandwidths. There exist many methods for choosing bandwidths. In this paper a new method, called the iterative method, will be introduced. The main idea of the proposed method is based on the estimation of asymptotic mean integrated square error (AMISE). The method is compared with the cross-validation method by using a simulation study and a real data set. ER -
KONEČNÁ, Kateřina, Ivanka HOROVÁ and Jan KOLÁČEK. Conditional Density Estimations. In C H Skiadas. \textit{Theoretical and Applied Issues in Statistics and Demography}. Athens: International Society for the Advancement of Science and Technology (ISAST), 2014, p.~15-31. ISBN~978-618-81257-7-3.
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