• 제목/요약/키워드: randomized response technique

검색결과 39건 처리시간 0.021초

A Suggestion for Randomized Response Technique using Fuzzy Logic

  • Choi, Kyung-Ho
    • Communications for Statistical Applications and Methods
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    • 제8권2호
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    • pp.465-471
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    • 2001
  • Randomized response technique is a survey technique for eliminating evasive answer bias. But this technique has a problem. This procedure suffers from linguistic expression in randomizing device. Thus for solving the problem, in this paper, we suggested the randomized response technique using fuzzy logic.

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Combined Procedure of Direct Question and Randomized Response Technique

  • Choi, Kyoung-Ho
    • Journal of the Korean Data and Information Science Society
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    • 제14권2호
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    • pp.275-278
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    • 2003
  • In this paper, a simple and obvious procedure is presented that allows to estimate $\pi$, the population proportion of a sensitive group. Suggested procedure is combined procedure of direct question and randomized response technique. It is found that the proposed procedure is more efficient than Warner's(1965).

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Filtered Randomized Response Technique

  • Choi, Kyoung-Ho
    • Communications for Statistical Applications and Methods
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    • 제13권2호
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    • pp.319-326
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    • 2006
  • Randomized response technique is a survey technique for eliminating evasive answer bias. This technique is popular in social survey for sensitive issues. In this paper we present a simple and obvious procedure for estimating the population proportion of a sensitive group. Here, we shows the weak point in the method of Kim and Warde (2005). Also, it is found that the proposed procedure is more efficient than the ones of Warner (1965) and Kim and Warde (2005). Lastly we discuss the conditions that the suggested method will be more efficienct.

Partial optional randomized response technique with calibration weighting to adjust non-response in successive sampling

  • Priyanka, Kumari;Trisandhya, Pidugu;Kumar, Ajay
    • Communications for Statistical Applications and Methods
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    • 제28권5호
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    • pp.493-510
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    • 2021
  • The present article endeavours to develop partial optional randomized - response technique (PORT) to deal with sensitive issues in presence of non-response in successive sampling. Calibration techniques have been embedded with PORT to estimate sensitive population mean at current move in two move successive sampling in presence of non-response. Optimum calibration weights are computed at each move with the aid of constraints based on auxiliary information. Detailed properties of the proposed estimators have been discussed. Possible cases in which non-response may creep at two moves has been explored. The proposed technique has been compared with the modified existing technique. Simulation results indicate that the proposed technique is more efficient than existing, modified one. Suitable recommendations are forwarded.

A Combined Procedure of Direct Question Method and Modified Randomized Response Technique for Estimating Population Proportion

  • Kim, Hyuk-Joo
    • Journal of the Korean Data and Information Science Society
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    • 제14권4호
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    • pp.877-887
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    • 2003
  • A two-stage procedure is proposed to estimate the population proportion of a sensitive group. The proposed procedure is obtained by combining the direct question method and a modified randomized response technique. It is verified that the proposed procedure is more efficient than existing methods under some mild conditions.

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확률화 응답 기법을 활용한 확률적 독립의 이해 (Understanding Probabilistic Independence using Randomized Response Technique)

  • 최경호;김래선
    • 대한수학교육학회지:학교수학
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    • 제3권1호
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    • pp.101-108
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    • 2001
  • Classroom exercise using the randomized response technique may be used to summarize a high school unit of instruction on probability. In this paper, we show that the derivation of the formula for this technique illustrates basic concepts in probability, such events being mutually disjoint and independent.

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Assessment for Efficiency of Two-Stage Randomized Response Technique

  • Park, Kyung-Ho
    • Communications for Statistical Applications and Methods
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    • 제7권2호
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    • pp.427-433
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    • 2000
  • In this paper, we review several two-stage randomized response techniques for gathering self-report data when persons are asked sensitive question. Also efficiencies and privacy protections based on the two-stage randomized response procedures are compared. Finally, we find optimal parameter conditions.

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2단계 창의 확률화응답기법 (Two stage Chang's randomized response technique)

  • 최경호
    • Journal of the Korean Data and Information Science Society
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    • 제21권2호
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    • pp.271-277
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    • 2010
  • 확률화응답기법은 조사과정에서 응답자의 신분보호를 위하여 확률장치가 도입되는 간접질문방식이기 때문에 직접질문에 비하여 정보의 손실이 있게 된다. 그래서 확률장치에 기인한 이러한 손실을 줄여서 추정의 효율을 높이고 얻어진 정보를 좀 더 효율적으로 이용할 수 있는 새로운 기법의 개발에 관한 연구가 지속되어 온 바, 2단계 확률화응답기법은 이에 대한 일환으로 고려할 수 있는 방법이다. 한편 Chang 등 (2004) 또한 개선된 강요형기법을 제안하고 Warner (1965)에 비하여 효율적인 조건을 찾았다. 이에 본 연구에서는 Chang 등 (2004)의 기법을 2단계로 확장한 모형을 제안하고, Chang 등 (2004) 및 Mangat와 Singh (1990) 등의 2단계기법에 비하여 효율적인 조건을 찾아보았다.

A Stratified Unknown Repeated Trials in Randomized Response Sampling

  • Singh, Housila P.;Tarray, Tanveer Ahmad
    • Communications for Statistical Applications and Methods
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    • 제19권6호
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    • pp.751-759
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    • 2012
  • This paper proposes an alternative stratified randomized response model based on the model of Singh and Joarder (1997). It is shown numerically that the proposed stratified randomized response model is more efficient than Hong et al. (1994) (under proportional allocation) and Kim and Warde (2004) (under optimum allocation).