Adaptive kernel density estimation

被引：105

作者：

Van Kerm, Philippe ^{[1
]}

机构：

[1] CEPS INSTEAD, Esch Sur Alzette, Luxembourg

来源：

STATA JOURNAL | 2003年 / 3卷 / 02期

关键词：

st0037; adaptive kernel density; local bandwidths; variability bands;

D O I：

10.1177/1536867X0300300204

中图分类号：

O1 [数学]; C [社会科学总论];

学科分类号：

03 ; 0303 ; 0701 ; 070101 ;

摘要：

This insert describes the module akdensity. akdensity extends the official kdensity that estimates density functions by the kernel method. The extensions are of two types: akdensity allows the use of an "adaptive kernel" approach with varying, rather than fixed, bandwidths; and akdensity estimates pointwise variability bands around the estimated density functions.

引用

页码：148 / 156

页数：9

共 50 条

[21] Detection of Moving Cows Based on Adaptive Kernel Density Estimation Algorithm
Song H.
Yin X.
Wu D.
Jiang B.
He D.
Nongye Jixie Xuebao/Transactions of the Chinese Society for Agricultural Machinery, 2019, 50 (05): : 196 - 204
[22] On the utility of asymptotic bandwidth selectors for spatially adaptive kernel density estimation
Davies, Tilman M.
Flynn, Claire R.
Hazelton, Martin L.
STATISTICS & PROBABILITY LETTERS, 2018, 138 : 75 - 81
[23] Adaptive normal reference bandwidth based on quantile for kernel density estimation
Zhang, Jin
JOURNAL OF APPLIED STATISTICS, 2011, 38 (12) : 2869 - 2880
[24] A locally adaptive transformation method of boundary correction in kernel density estimation
Karunamuni, R. J.
Alberts, T.
JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2006, 136 (09) : 2936 - 2960
[25] Adaptive kernel density estimation proposal in gravitational wave data analysis
Falxa, Mikel
Babak, Stanislav
Le Jeune, Maude
PHYSICAL REVIEW D, 2023, 107 (02)
[26] An Adaptive Moving Objects Detection Algorithm Based On Kernel Density Estimation
Hua, Man
Li, Yanling
Lin, Ruichun
SENSORS, MEASUREMENT AND INTELLIGENT MATERIALS II, PTS 1 AND 2, 2014, 475-476 : 983 - 986
[27] KERNEL DENSITY ESTIMATION AND GOODNESS-OF-FIT TEST IN ADAPTIVE TRACKING
Bercu, Bernard
Portier, Bruno
SIAM JOURNAL ON CONTROL AND OPTIMIZATION, 2008, 47 (05) : 2440 - 2457
[28] Bayesian adaptive bandwidth kernel density estimation of irregular multivariate distributions
Hu, Shuowen
Poskitt, D. S.
Zhang, Xibin
COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2012, 56 (03) : 732 - 740
[29] TAKDE: Temporal Adaptive Kernel Density Estimator for Real-Time Dynamic Density Estimation
Wang, Yinsong
Ding, Yu
Shahrampour, Shahin
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 45 (11) : 13831 - 13843
[30] Evaluation of threshold selection methods for adaptive kernel density estimation in disease mapping
Ruckthongsook, Warangkana
Tiwari, Chetan
Oppong, Joseph R.
Natesan, Prathiba
INTERNATIONAL JOURNAL OF HEALTH GEOGRAPHICS, 2018, 17

← 1 2 3 4 5 →