Creator:

Rafajłowicz, Ewaryst ; Skubalska-Rafajłowicz, Ewa

Contributor:

Caban, Dariusz - red.

Title:

FFT in calculating nonparametric regression estimate based on trigonometric series

Group publication title:

AMCS, volume 3 (1993)

Subject and Keywords:

sterowanie ; sterowanie-teoria ; sztuczna inteligencja ; matematyka stosowana ; informatyka

Abstract:

In the paper the computational algorithm for nonparametric regression function estimation is proposed. The algorithm is based on using the Fast Fourier Transform method twice and is suited to calculate trigonometric series estimators. Its computational complexity is 0(n log n), which yields essential savings in comparison to direct calculations of this estimator.

Publisher:

Zielona Góra: Uniwersytet Zielonogórski

Date:

1993

Resource Type:

artykuł

Pages:

713-720

Source:

AMCS, volume 3, number 4 (1993) ; click here to follow the link

Language:

eng

Rights:

Biblioteka Uniwersytetu Zielonogórskiego