A short note on optimal bandwidth selection for kernel estimators
For kernel estimators of an unknown density it has been proposed to use a data-based bandwidth which is as close to the (nonrandom, unknown) minimiser of the Mean Integrated Squared Error as possible. In this note it will be shown that this strategy of bandwidth selection is not optimal.
Saved in:
Main Author: | |
---|---|
Format: | Article (Journal) |
Language: | English |
Published: |
1990
|
In: |
Statistics & probability letters
Year: 1990, Volume: 9, Issue: 1, Pages: 23-25 |
DOI: | 10.1016/0167-7152(90)90090-T |
Online Access: | Verlag, Volltext: http://dx.doi.org/10.1016/0167-7152(90)90090-T Verlag, Volltext: http://www.sciencedirect.com/science/article/pii/016771529090090T ![]() |
Author Notes: | Enno Mammen |
MARC
LEADER | 00000caa a2200000 4500 | ||
---|---|---|---|
001 | 1570292574 | ||
003 | DE-627 | ||
005 | 20220814083615.0 | ||
007 | cr uuu---uuuuu | ||
008 | 180301s1990 xx |||||o 00| ||eng c | ||
024 | 7 | |a 10.1016/0167-7152(90)90090-T |2 doi | |
035 | |a (DE-627)1570292574 | ||
035 | |a (DE-576)500292574 | ||
035 | |a (DE-599)BSZ500292574 | ||
035 | |a (OCoLC)1340992638 | ||
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 | 2 | |a A short note on optimal bandwidth selection for kernel estimators |c Enno Mammen |
264 | 1 | |c 1990 | |
300 | |a 3 | ||
336 | |a Text |b txt |2 rdacontent | ||
337 | |a Computermedien |b c |2 rdamedia | ||
338 | |a Online-Ressource |b cr |2 rdacarrier | ||
500 | |a Available online 22 March 2002 | ||
500 | |a Gesehen am 01.03.2018 | ||
520 | |a For kernel estimators of an unknown density it has been proposed to use a data-based bandwidth which is as close to the (nonrandom, unknown) minimiser of the Mean Integrated Squared Error as possible. In this note it will be shown that this strategy of bandwidth selection is not optimal. | ||
650 | 4 | |a kernel estimator | |
650 | 4 | |a bandwidth selection | |
650 | 4 | |a Nonparametric density estimation | |
773 | 0 | 8 | |i Enthalten in |t Statistics & probability letters |d Amsterdam : Elsevier Science, 1982 |g 9(1990), 1, Seite 23-25 |h Online-Ressource |w (DE-627)266886205 |w (DE-600)1468489-5 |w (DE-576)079420141 |7 nnns |a A short note on optimal bandwidth selection for kernel estimators |
773 | 1 | 8 | |g volume:9 |g year:1990 |g number:1 |g pages:23-25 |g extent:3 |a A short note on optimal bandwidth selection for kernel estimators |
856 | 4 | 0 | |u http://dx.doi.org/10.1016/0167-7152(90)90090-T |x Verlag |x Resolving-System |3 Volltext |
856 | 4 | 0 | |u http://www.sciencedirect.com/science/article/pii/016771529090090T |x Verlag |3 Volltext |
951 | |a AR | ||
992 | |a 20180301 | ||
993 | |a Article | ||
994 | |a 1990 | ||
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 |y j | ||
999 | |a KXP-PPN1570292574 |e 3001212799 | ||
BIB | |a Y | ||
SER | |a journal | ||
JSO | |a {"note":["Available online 22 March 2002","Gesehen am 01.03.2018"],"name":{"displayForm":["Enno Mammen"]},"physDesc":[{"extent":"S.3"}],"person":[{"family":"Mammen","display":"Mammen, Enno","role":"aut","roleDisplay":"VerfasserIn","given":"Enno"}],"language":["eng"],"origin":[{"dateIssuedDisp":"1990","dateIssuedKey":"1990"}],"title":[{"title_sort":"short note on optimal bandwidth selection for kernel estimators","title":"A short note on optimal bandwidth selection for kernel estimators"}],"recId":"1570292574","type":{"media":"Online-Ressource","bibl":"article-journal"},"relHost":[{"type":{"bibl":"periodical","media":"Online-Ressource"},"part":{"issue":"1","volume":"9","pages":"23-25","extent":"3","text":"9(1990), 1, Seite 23-25","year":"1990"},"origin":[{"dateIssuedKey":"1982","publisherPlace":"Amsterdam","publisher":"Elsevier Science","dateIssuedDisp":"1982-"}],"pubHistory":["1.1982/83 - 83.2013; Vol. 84.2014 -"],"physDesc":[{"extent":"Online-Ressource"}],"disp":"A short note on optimal bandwidth selection for kernel estimatorsStatistics & probability letters","language":["eng"],"id":{"eki":["266886205"],"zdb":["1468489-5"]},"recId":"266886205","title":[{"title":"Statistics & probability letters","title_sort":"Statistics & probability letters"}],"titleAlt":[{"title":"Statistics and probability letters"}],"note":["Gesehen am 12.04.23"]}],"id":{"doi":["10.1016/0167-7152(90)90090-T"],"eki":["1570292574"]}} | ||
SRT | |a MAMMENENNOSHORTNOTEO1990 |