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A note on consistent estimation of Kullback-Leibler discrepancy in Poisson regression
被引:0
作者
:
论文数:
引用数:
h-index:
机构:
Szkutnik, Zbigniew
[
1
]
Grzyb, Lukasz
论文数:
0
引用数:
0
h-index:
0
机构:
AGH Univ Sci & Technol, Fac Appl Math, PL-30059 Krakow, Poland
AGH Univ Sci & Technol, Fac Appl Math, PL-30059 Krakow, Poland
Grzyb, Lukasz
[
1
]
机构
:
[1]
AGH Univ Sci & Technol, Fac Appl Math, PL-30059 Krakow, Poland
来源
:
JOURNAL OF STATISTICAL PLANNING AND INFERENCE
|
2012年
/ 142卷
/ 06期
关键词
:
Kullback-Leibler discrepancy;
Poisson regression;
Kernel estimator;
Bandwidth selection;
D O I
:
10.1016/j.jspi.2011.12.022
中图分类号
:
O21 [概率论与数理统计];
C8 [统计学];
学科分类号
:
020208 ;
070103 ;
0714 ;
摘要
:
A recent theorem by Hannig and Lee on consistency of their estimator of Kullback-Leibler discrepancy is re-proved under assumptions suitably modified to correct a fault in the original proof. (C) 2012 Elsevier B.V. All rights reserved.
引用
收藏
页码:1619 / 1622
页数:4
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Colorado State Univ, Dept Stat, Ft Collins, CO 80523 USA
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Univ Sci & Technol, AGH, Dept Appl Math, PL-30059 Krakow, Poland
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[J].
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←
1
→
共 5 条
[1]
Poisson inverse problems
Antoniadis, Anestis
论文数:
0
引用数:
0
h-index:
0
机构:
Univ Grenoble 1, Lab IMAG LMC, F-38041 Grenoble 9, France
Antoniadis, Anestis
Bigot, Jeremie
论文数:
0
引用数:
0
h-index:
0
机构:
Univ Grenoble 1, Lab IMAG LMC, F-38041 Grenoble 9, France
Bigot, Jeremie
[J].
ANNALS OF STATISTICS,
2006,
34
(05)
: 2132
-
2158
[2]
BILLINGSLEY P, 1979, PROBABILITY MEASURE
[3]
On Poisson signal estimation under Kullback-Leibler discrepancy and squared risk
Hannig, J
论文数:
0
引用数:
0
h-index:
0
机构:
Colorado State Univ, Dept Stat, Ft Collins, CO 80523 USA
Colorado State Univ, Dept Stat, Ft Collins, CO 80523 USA
Hannig, J
Lee, TCM
论文数:
0
引用数:
0
h-index:
0
机构:
Colorado State Univ, Dept Stat, Ft Collins, CO 80523 USA
Colorado State Univ, Dept Stat, Ft Collins, CO 80523 USA
Lee, TCM
[J].
JOURNAL OF STATISTICAL PLANNING AND INFERENCE,
2006,
136
(03)
: 882
-
908
[4]
Adaptive estimation of the intensity of inhomogeneous Poisson processes via concentration inequalities
Reynaud-Bouret, P
论文数:
0
引用数:
0
h-index:
0
机构:
Georgia Inst Technol, Sch Math, Atlanta, GA 30332 USA
Georgia Inst Technol, Sch Math, Atlanta, GA 30332 USA
Reynaud-Bouret, P
[J].
PROBABILITY THEORY AND RELATED FIELDS,
2003,
126
(01)
: 103
-
153
[5]
B-splines and discretization in an inverse problem for Poisson processes
Szkutnik, Z
论文数:
0
引用数:
0
h-index:
0
机构:
Univ Sci & Technol, AGH, Dept Appl Math, PL-30059 Krakow, Poland
Univ Sci & Technol, AGH, Dept Appl Math, PL-30059 Krakow, Poland
Szkutnik, Z
[J].
JOURNAL OF MULTIVARIATE ANALYSIS,
2005,
93
(01)
: 198
-
221
←
1
→