Calibration estimation of adjusted Kuk's randomized response model for sensitive attribute

被引：2

作者：

Son, Chang-Kyoon ^{[1
]}

Kim, Jong-Min ^{[2
]}

机构：

[1] Dongguk Univ Gyeongju, Dept Appl Stat, Dong Daero 123, Gyeongju 780714, Gyeonbuk, South Korea

[2] Univ Minnesota, Div Sci & Math, Stat Discipline, Morris, MN 56267 USA

来源：

BRAZILIAN JOURNAL OF PROBABILITY AND STATISTICS | 2017年 / 31卷 / 01期

关键词：

Randomized response technique; adjusted Kuk's RRT; calibration estimator; post-stratification;

D O I：

10.1214/16-BJPS307

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：

In this paper, we consider the calibration procedure for Su et al.'s [Sociol. Methods Res. 44 (2014) DOI: 10.1177/0049124114554459] adjusted Kuk randomized response (RR) technique by using auxiliary information such as gender or age group of respondents associated with the variable of interest. Our proposed calibration method can overcome the problems such as noncoverage and nonresponse. From the efficiency comparison study, we show that the calibrated adjusted Kuk's RR estimators are more efficient than that of Su et al. [Sociol. Methods Res. 44 (2014) DOI: 10.1177/0049124114554459], when the known population cell and marginal counts of auxiliary information are used for the calibration procedure.

引用

页码：160 / 178

页数：19

共 50 条

[1] An estimation of a sensitive attribute using adjusted Kuk's randomization device with stratified unequal probability sampling
Lee, Gi-Sung
Son, Chang-Kyoon
[J]. COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 2022, 51 (01) : 1 - 25
[2] Estimation of sensitive trait proportion using Kuk's randomized response model with auxiliary information
Shabbir, Javid
Gupta, Sat
[J]. COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 2024,
[3] Extensions of Kuk's randomized response model
Chen Qianru
Yan Zaizai
[J]. 2010 INTERNATIONAL CONFERENCE ON FUTURE CONTROL AND AUTOMATION (ICFCA 2010), 2010, : 25 - 27
[4] Adjusted Kuk's model using two non sensitive characteristics unrelated to the sensitive characteristic
Su, Shu-Ching
Sedory, Stephan A.
Singh, Sarjinder
[J]. COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 2017, 46 (04) : 2055 - 2075
[5] Kuk's Model Adjusted for Protection and Efficiency
Su, Shu-Ching
Sedory, Stephen A.
Singh, Sarjinder
[J]. SOCIOLOGICAL METHODS & RESEARCH, 2015, 44 (03) : 534 - 551
[6] An adept-stratified Kuk's randomized response model using Neyman allocation
Tarray, Tanveer A.
Singh, Housila P.
[J]. COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 2017, 46 (06) : 2870 - 2881
[7] Combining answers to direct and indirect questions: An implementation of Kuk's randomized response model
Shah, Said Farooq
Hussain, Zawar
Cheema, Salman Arif
[J]. COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 2020, 49 (16) : 3933 - 3949
[8] A Probability Proportional to Size Estimation of a Rare Sensitive Attribute Using a Partial Randomized Response Model with Poisson Distribution
Lee, Gi-Sung
Hong, Ki-Hak
Son, Chang-Kyoon
[J]. MATHEMATICS, 2024, 12 (02)
[9] A randomized response model for sensitive attribute with privacy measure using Poisson distribution
Singh, Chandraketu
Singh, Garib Nath
Kim, Jong-Min
[J]. AIN SHAMS ENGINEERING JOURNAL, 2021, 12 (04) : 4051 - 4061
[10] Estimation of a rare sensitive attribute in two-stage sampling using a randomized response model under Poisson distribution
Singh, Garib N.
Suman, Surbhi
Singh, Chandraketu
[J]. MATHEMATICAL POPULATION STUDIES, 2020, 27 (02) : 81 - 114

← 1 2 3 4 5 →