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Adaptive kernel density estimation
被引:107
作者:
Van Kerm, Philippe
[1
]
机构:
[1] CEPS INSTEAD, Esch Sur Alzette, Luxembourg
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.
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页码:148 / 156
页数:9
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