Pregled bibliografske jedinice broj: 6382
Nonparametric regression - some approaches
Nonparametric regression - some approaches // Mathematical communications, 1 (1996), 1; 43-50 (podatak o recenziji nije dostupan, članak, stručni)
CROSBI ID: 6382 Za ispravke kontaktirajte CROSBI podršku putem web obrasca
Naslov
Nonparametric regression - some approaches
Autori
Marošević, Tomislav
Izvornik
Mathematical communications (1331-0623) 1
(1996), 1;
43-50
Vrsta, podvrsta i kategorija rada
Radovi u časopisima, članak, stručni
Ključne riječi
nonparametric regression; nearest neighbour approach; roughness penalty approach; penalized least squares; smoothing splines
Sažetak
In this paper we describe two approaches to nonparametric regression. First, we consider the nearest neighbour approach, as a procedure which serves mainly for obtaining an ad hoc smoothing and interpolating. Next, we describe the roughness penalty approach. This gives a certain compromise between the demand for goodness-of-fit of regression curve to the given data and the condition that the regression curve has not too many oscillations.
Izvorni jezik
Engleski
Znanstvena područja
Matematika
POVEZANOST RADA
Projekti:
165021
Ustanove:
Fakultet elektrotehnike, računarstva i informacijskih tehnologija Osijek
Profili:
Tomislav Marošević
(autor)
Citiraj ovu publikaciju:
Uključenost u ostale bibliografske baze podataka::
- Math.Rev.
- Zentralblat
- INSPEC
- Curr.Math.Publ.
- Math.Sci.
- MATH on STN Int.
- Compact Math.
- Urlich's
