CONSISTENCY FOR CROSS-VALIDATED NEAREST NEIGHBOR ESTIMATES IN NONPARAMETRIC REGRESSION

被引：30

作者：

LI, KC

机构：

来源：

ANNALS OF STATISTICS | 1984年 / 12卷 / 01期

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D O I：

10.1214/aos/1176346403

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：

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页码：230 / 240

页数：11

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共 18 条

[1] ASYMPTOTIC INTEGRATED MEAN-SQUARE ERROR USING LEAST-SQUARES AND BIAS MINIMIZING SPLINES
AGARWAL, GG
STUDDEN, WJ
[J]. ANNALS OF STATISTICS, 1980, 8 (06) : 1307 - 1325
[2] RELATIONSHIP BETWEEN VARIABLE SELECTION AND DATA AUGMENTATION AND A METHOD FOR PREDICTION
ALLEN, DM
[J]. TECHNOMETRICS, 1974, 16 (01) : 125 - 127
[3] CONSISTENT CROSS-VALIDATED DENSITY-ESTIMATION
CHOW, YS
GEMAN, S
WU, LD
[J]. ANNALS OF STATISTICS, 1983, 11 (01) : 25 - 38
[4] NEAREST NEIGHBOR PATTERN CLASSIFICATION
COVER, TM
HART, PE
[J]. IEEE TRANSACTIONS ON INFORMATION THEORY, 1967, 13 (01) : 21 - +
[5] ESTIMATION BY NEAREST NEIGHBOR RULE
COVER, TM
[J]. IEEE TRANSACTIONS ON INFORMATION THEORY, 1968, 14 (01) : 50 - +
[6] SMOOTHING NOISY DATA WITH SPLINE FUNCTIONS
WAHBA, G
[J]. NUMERISCHE MATHEMATIK, 1975, 24 (05) : 383 - 393
[7] ESTIMATING THE ERROR RATE OF A PREDICTION RULE - IMPROVEMENT ON CROSS-VALIDATION
EFRON, B
[J]. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 1983, 78 (382) : 316 - 331
[8] FIX E, 1951, 4 RAND FIELD REP
[9] PREDICTIVE SAMPLE REUSE METHOD WITH APPLICATIONS
GEISSER, S
[J]. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 1975, 70 (350) : 320 - 328
[10] CROSS-VALIDATION IN DENSITY-ESTIMATION
HALL, P
[J]. BIOMETRIKA, 1982, 69 (02) : 383 - 390