ON THE ESTIMATION OF A PROBABILITY DENSITY-FUNCTION BY THE MAXIMUM PENALIZED LIKELIHOOD METHOD

被引：195
作者：
SILVERMAN, BW [1 ]
机构：
[1] UNIV WISCONSIN,MATH RES CTR,MADISON,WI 53706
来源：
ANNALS OF STATISTICS | 1982年 / 10卷 / 03期
关键词：
D O I：
10.1214/aos/1176345872
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：
引用
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页码：795 / 810
页数：16
相关论文
共 18 条
[1]   SOME GLOBAL MEASURES OF DEVIATIONS OF DENSITY-FUNCTION ESTIMATES [J].
BICKEL, PJ ;
ROSENBLA.M .
ANNALS OF STATISTICS, 1973, 1 (06) :1071-1095
[2]  
de Montricher G. F., 1975, ANN STAT, V3, P1329
[3]  
DEMONTRICHER GM, 1979, CONSISTENCY MAXIMUM
[4]  
GOOD IJ, 1971, BIOMETRIKA, V58, P255, DOI 10.2307/2334515
[5]  
GOOD IJ, 1980, J AM STAT ASSOC, V75, P42, DOI 10.2307/2287377
[6]   CONSISTENCY OF 2 NONPARAMETRIC MAXIMUM PENALIZED LIKELIHOOD ESTIMATORS OF THE PROBABILITY DENSITY-FUNCTION [J].
KLONIAS, VK .
ANNALS OF STATISTICS, 1982, 10 (03) :811-824
[7]   APPROXIMATION OF PARTIAL SUMS OF INDEPENDENT RV-S, AND SAMPLE DFI [J].
KOMLOS, J ;
MAJOR, P ;
TUSNADY, G .
ZEITSCHRIFT FUR WAHRSCHEINLICHKEITSTHEORIE UND VERWANDTE GEBIETE, 1975, 32 (1-2) :111-131
[8]  
LEONARD T, 1978, J ROY STAT SOC B MET, V40, P113
[9]  
MARDIA KV, 1972, STATISTICS DIRECTION
[10]  
REISS RD, 1981, UNPUB STATISTICS DEC
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