Enhancing a Randomized Response Model to Estimate Population Means to Sensitive Questions

被引：4

作者：

Dihidar, Kajal ^{[1
]}

Chowdhury, Joydeep ^{[2
]}

机构：

[1] Indian Stat Inst, Sampling & Official Stat Unit, Kolkata 700108, W Bengal, India

[2] Indian Stat Inst, Bayesian & Interdisciplinary Res Unit, Kolkata 700108, W Bengal, India

来源：

MATHEMATICAL POPULATION STUDIES | 2013年 / 20卷 / 03期

关键词：

efficiency in estimation; scrambling variable; sensitive attribute; unequal probability sampling; COMPLEX SURVEY; EFFICIENCY; DESIGNS;

D O I：

10.1080/08898480.2013.816216

中图分类号：

C921 [人口统计学];

学科分类号：

摘要：

The population means of variables such as expenditure on alcohol, abortion, amount of dowry are estimated on modifying Gjestvang and Singh (2009) randomized response model. Instead of simple random sampling with replacement scheme, the respondents are allowed to be chosen by any varying probability sampling scheme, which in particular, also includes simple random sampling with replacement scheme. Whatever the sampling design, the modified estimators perform better than the usual estimator.

引用

下载

页码：123 / 136

页数：14

共 50 条

[31] On respondent's jeopardy in two alternate questions randomized response model
Tracy, DS
Mangat, NS
JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 1996, 55 (01) : 107 - 114
[32] Honest answers to embarrassing questions: Detecting cheating in the randomized response model
Clark, SJ
Desharnais, RA
PSYCHOLOGICAL METHODS, 1998, 3 (02) : 160 - 168
[33] Corrected estimator of sensitive population proportion using unknown repeated trials in the unrelated question randomized response model
Grover, Lovleen Kumar
Kaur, Amanpreet
BIOMETRICAL JOURNAL, 2020, 62 (05) : 1337 - 1342
[34] Non-randomized response model for sensitive survey with noncompliance
Wu, Qin
Tang, Man-Lai
STATISTICAL METHODS IN MEDICAL RESEARCH, 2016, 25 (06) : 2827 - 2839
[35] Stochastic Randomized Response Model for a Quantitative Sensitive Random Variable
Singh, Sarjinder
Sedory, Stephen A.
JOURNAL OF MODERN APPLIED STATISTICAL METHODS, 2014, 13 (01) : 380 - 396
[36] Using randomized response to estimate the proportion and truthful reporting probability in a dichotomous finite population
Chang, HJ
Wang, CL
Huang, KC
JOURNAL OF APPLIED STATISTICS, 2004, 31 (05) : 565 - 573
[37] ADDITIVE CONSTANTS MODEL - A RANDOMIZED-RESPONSE TECHNIQUE FOR ELIMINATING EVASIVENESS TO QUANTITATIVE RESPONSE QUESTIONS
HIMMELFARB, S
EDGELL, SE
PSYCHOLOGICAL BULLETIN, 1980, 87 (03) : 525 - 530
[38] An efficient estimator of population variance of a sensitive variable with a new randomized response technique
Azeem, Muhammad
Salahuddin, Najma
Hussain, Sundus
Ijaz, Musarrat
Salam, Abdul
HELIYON, 2024, 10 (05)
[39] AN EFFICIENT MIXED RANDOMIZED RESPONSE MODEL FOR SENSITIVE CHARACTERISTIC IN SAMPLE SURVEY
Kumar, Amod
Vishwakarma, Gajendra K.
Singh, G. N.
REVSTAT-STATISTICAL JOURNAL, 2021, 19 (04) : 531 - 551
[40] USE OF RANDOMIZED-RESPONSE TO ESTIMATE SUBSTANCE USE IN A SCHOOL-BASED CLINIC POPULATION
FISHER, M
KUPFERMAN, L
LESSER, M
AMERICAN JOURNAL OF DISEASES OF CHILDREN, 1990, 144 (04): : 447 - 447

← 1 2 3 4 5 →