ESTIMASI REGRESI NADARAYA WATSON DENGAN KERNEL ORDER TAK HINGGA; NADARAYA WATSON REGRESSION ESTIMATION WITH INFINITE ORDER KERNEL

Maria Suci Apriani, Sri Haryatmi

2014 | Disertasi | PROGRAM STUDI S2 MATEMATIKA

The function estimation of r(Xi) in linier regretion which is drawn near with nonparametric approach is done if there is no assumption about regretion function form of r(Xi). One of techniques used is smoothing technique with kernel. Function of rˆ ? x? can be reduced to be o(hk) with choosing the kernel that has the bigger order from the amount of differensial number. Therefore, a kernel which has “infinite order” can be determined.

Kata Kunci : Regresi nonparametrik; transformasi Fourier; deret Taylor