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General randomized response techniques using Polya's Urn process as a randomization device.
Al-Sobhi, Mashail M; Hussain, Zawar; Al-Zahrani, Bander.
Afiliación
  • Al-Sobhi MM; Department of Mathematics, Umm Alqura University 21421, Makkah, Saudi Arabia.
  • Hussain Z; Department of Statistics, Quaid-i-Azam University 45320, Islamabad, Pakistan.
  • Al-Zahrani B; Department of Statistics, King Abdulaziz University 80203, Jeddah, Saudi Arabia.
PLoS One ; 9(12): e115612, 2014.
Article en En | MEDLINE | ID: mdl-25541936
In this paper, interesting improvements in [1] and [2] randomized response techniques have been proposed. The proposed randomized response technique applies Polya's urn process (see [3]) to obtain data from respondents. One of the suggested technique requires reporting the number of draws to observe a fixed number of cards of certain type. On the contrary, the number of cards of a certain type is to be reported in case of second proposed randomized response model. Based on the information collected through the suggested techniques, two different unbiased estimators of proportion of a sensitive attribute have been suggested. A detailed comparative simulation study has also been done. The results are also supported by means of a small scale survey.
Asunto(s)

Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Asunto principal: Algoritmos / Recolección de Datos Tipo de estudio: Clinical_trials Límite: Humans Idioma: En Revista: PLoS One Asunto de la revista: CIENCIA / MEDICINA Año: 2014 Tipo del documento: Article País de afiliación: Arabia Saudita Pais de publicación: Estados Unidos

Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Asunto principal: Algoritmos / Recolección de Datos Tipo de estudio: Clinical_trials Límite: Humans Idioma: En Revista: PLoS One Asunto de la revista: CIENCIA / MEDICINA Año: 2014 Tipo del documento: Article País de afiliación: Arabia Saudita Pais de publicación: Estados Unidos