Missing data and auxiliary information in surveys

被引：19

作者：

Rueda, M ^{[1
]}

González, S

机构：

[1] Univ Granada, Dept Stat & OR, E-18071 Granada, Spain

[2] Univ Jaen, Dept Stat, Jaen, Spain

来源：

COMPUTATIONAL STATISTICS | 2004年 / 19卷 / 04期

关键词：

auxiliary information; missing data; Horvitz-Thompson estimator;

D O I：

10.1007/BF02753912

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：

This paper proposes estimation methods with auxiliary information when some observations are missing from the sample. These ratio, difference and regression methods are proposed for any sampling design and are compared with other complete case estimators.

引用

页码：551 / 567

页数：17

共 50 条

[1] Missing data and auxiliary information in surveys
M. Rueda
S. González
Computational Statistics, 2004, 19 : 551 - 567
[2] Distribution estimation with auxiliary information for missing data
Liu, Xu
Liu, Peixin
Zhou, Yong
JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2011, 141 (02) : 711 - 724
[3] Optimal imputation of the missing data using multi auxiliary information
Shashi Bhushan
Abhay Pratap Pandey
Computational Statistics, 2021, 36 : 449 - 477
[4] Optimal imputation of the missing data using multi auxiliary information
Bhushan, Shashi
Pandey, Abhay Pratap
COMPUTATIONAL STATISTICS, 2021, 36 (01) : 449 - 477
[5] DEALING WITH MISSING INFORMATION IN SURVEYS
LANSING, JB
EAPEN, AT
JOURNAL OF MARKETING, 1959, 24 (02) : 21 - 27
[6] Estimation of missing data using latent variable methods with auxiliary information
Muteki, K
MacGregor, JF
Ueda, T
CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS, 2005, 78 (1-2) : 41 - 50
[7] Imputation of missing data in surveys
Rässler, S
JAHRBUCHER FUR NATIONALOKONOMIE UND STATISTIK, 2000, 220 (01): : 64 - 94
[8] Sequentially additive nonignorable missing data modelling using auxiliary marginal information
Sadinle, Mauricio
Reiter, Jerome P.
BIOMETRIKA, 2019, 106 (04) : 889 - 911
[9] AN ESTIMATOR USING AUXILIARY INFORMATION IN SAMPLE SURVEYS
SRIVASTA.SK
ANNALS OF MATHEMATICAL STATISTICS, 1967, 38 (04): : 1315 - &
[10] Imputation of missing data using multi auxiliary information under ranked set sampling
Bhushan, Shashi
Kumar, Anoop
COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION, 2023,

← 1 2 3 4 5 →