Mass recentred kernel smoothers
The local linear smoother usually gives better performance than the Nadaraya-Watson smoother. An exception is the case of data sparsity. Here we discuss a modification of the Nadaraya-Watson smoother by Müller & Song (1993), based on a horizontal shift of the kernel weights towards the local ce...
Gespeichert in:
| Hauptverfasser: | , |
|---|---|
| Dokumenttyp: | Article (Journal) |
| Sprache: | Englisch |
| Veröffentlicht: |
01 December 1997
|
| In: |
Biometrika
Year: 1997, Jahrgang: 84, Heft: 4, Pages: 765-777 |
| ISSN: | 1464-3510 |
| DOI: | 10.1093/biomet/84.4.765 |
| Online-Zugang: | Verlag, Volltext: http://dx.doi.org/10.1093/biomet/84.4.765 Verlag, Volltext: https://academic.oup.com/biomet/article/84/4/765/264313 
|
| Verfasserangaben: | E. Mammen, J.S. Marron |
MARC
| LEADER | 00000caa a2200000 c 4500 | ||
|---|---|---|---|
| 001 | 1569767556 | ||
| 003 | DE-627 | ||
| 005 | 20220814071446.0 | ||
| 007 | cr uuu---uuuuu | ||
| 008 | 180213s1997 xx |||||o 00| ||eng c | ||
| 024 | 7 | |a 10.1093/biomet/84.4.765 |2 doi | |
| 035 | |a (DE-627)1569767556 | ||
| 035 | |a (DE-576)499767551 | ||
| 035 | |a (DE-599)BSZ499767551 | ||
| 035 | |a (OCoLC)1340987262 | ||
| 040 | |a DE-627 |b ger |c DE-627 |e rda | ||
| 041 | |a eng | ||
| 084 | |a 27 |2 sdnb | ||
| 100 | 1 | |a Mammen, Enno |d 1955- |e VerfasserIn |0 (DE-588)170668606 |0 (DE-627)060788658 |0 (DE-576)13153159X |4 aut | |
| 245 | 1 | 0 | |a Mass recentred kernel smoothers |c E. Mammen, J.S. Marron |
| 264 | 1 | |c 01 December 1997 | |
| 300 | |a 13 | ||
| 336 | |a Text |b txt |2 rdacontent | ||
| 337 | |a Computermedien |b c |2 rdamedia | ||
| 338 | |a Online-Ressource |b cr |2 rdacarrier | ||
| 500 | |a Gesehen am 13.02.2018 | ||
| 520 | |a The local linear smoother usually gives better performance than the Nadaraya-Watson smoother. An exception is the case of data sparsity. Here we discuss a modification of the Nadaraya-Watson smoother by Müller & Song (1993), based on a horizontal shift of the kernel weights towards the local centre of mass of the design points. This gives performance similar to the local linear when that works well and better performance when it does not. The new smoother also preserves monotonicity. Shifting towards the centre of mass is also used to develop a modified kernel density estimate which cancels the well-known peak spreading effect. | ||
| 700 | 1 | |a Marron, James Stephen |d 1954- |e VerfasserIn |0 (DE-588)170284948 |0 (DE-627)060351217 |0 (DE-576)131183885 |4 aut | |
| 773 | 0 | 8 | |i Enthalten in |t Biometrika |d London : Biometrika Trust, 1901 |g 84(1997), 4, Seite 765-777 |h Online-Ressource |w (DE-627)267467788 |w (DE-600)1470319-1 |w (DE-576)077087372 |x 1464-3510 |7 nnas |a Mass recentred kernel smoothers |
| 773 | 1 | 8 | |g volume:84 |g year:1997 |g number:4 |g pages:765-777 |g extent:13 |a Mass recentred kernel smoothers |
| 856 | 4 | 0 | |u http://dx.doi.org/10.1093/biomet/84.4.765 |x Verlag |x Resolving-System |3 Volltext |
| 856 | 4 | 0 | |u https://academic.oup.com/biomet/article/84/4/765/264313 |x Verlag |3 Volltext |
| 951 | |a AR | ||
| 992 | |a 20180213 | ||
| 993 | |a Article | ||
| 994 | |a 1997 | ||
| 998 | |g 170668606 |a Mammen, Enno |m 170668606:Mammen, Enno |d 110000 |d 110200 |d 110000 |d 110400 |e 110000PM170668606 |e 110200PM170668606 |e 110000PM170668606 |e 110400PM170668606 |k 0/110000/ |k 1/110000/110200/ |k 0/110000/ |k 1/110000/110400/ |p 1 |x j | ||
| 999 | |a KXP-PPN1569767556 |e 2998829538 | ||
| BIB | |a Y | ||
| SER | |a journal | ||
| JSO | |a {"recId":"1569767556","language":["eng"],"type":{"media":"Online-Ressource","bibl":"article-journal"},"note":["Gesehen am 13.02.2018"],"person":[{"family":"Mammen","given":"Enno","display":"Mammen, Enno","roleDisplay":"VerfasserIn","role":"aut"},{"family":"Marron","given":"James Stephen","display":"Marron, James Stephen","roleDisplay":"VerfasserIn","role":"aut"}],"title":[{"title":"Mass recentred kernel smoothers","title_sort":"Mass recentred kernel smoothers"}],"relHost":[{"recId":"267467788","language":["eng"],"corporate":[{"role":"isb","display":"Biometrika Office","roleDisplay":"Herausgebendes Organ"}],"type":{"media":"Online-Ressource","bibl":"periodical"},"disp":"Mass recentred kernel smoothersBiometrika","note":["Gesehen am 08.11.2021","Fortsetzung der Druck-Ausgabe"],"part":{"year":"1997","issue":"4","pages":"765-777","text":"84(1997), 4, Seite 765-777","volume":"84","extent":"13"},"pubHistory":["1.1901/02 -"],"title":[{"title_sort":"Biometrika","subtitle":"a journal for the statistical study of biological problems","title":"Biometrika"}],"physDesc":[{"extent":"Online-Ressource"}],"name":{"displayForm":["issued by The Biometrika Office, University College, London"]},"id":{"issn":["1464-3510"],"eki":["267467788"],"zdb":["1470319-1"]},"origin":[{"dateIssuedKey":"1901","publisher":"Biometrika Trust ; University Press","dateIssuedDisp":"1901-","publisherPlace":"London ; Oxford"}]}],"physDesc":[{"extent":"13 S."}],"name":{"displayForm":["E. Mammen, J.S. Marron"]},"id":{"eki":["1569767556"],"doi":["10.1093/biomet/84.4.765"]},"origin":[{"dateIssuedDisp":"01 December 1997","dateIssuedKey":"1997"}]} | ||
| SRT | |a MAMMENENNOMASSRECENT0119 | ||