國立虎尾科技大學 |

Statistical Analyses of "Randomly Sourced Data".

Record Type:	Language materials, manuscript : Monograph/item
Title/Author:	Statistical Analyses of "Randomly Sourced Data"./
Author:	Elkadry, Alaa.
Description:	1 online resource (137 pages)
Notes:	Source: Dissertation Abstracts International, Volume: 78-11(E), Section: B.
Contained By:	Dissertation Abstracts International78-11B(E).
Subject:	Statistics. -
Online resource:	click for full text (PQDT)
ISBN:	9781369882810

Statistical Analyses of "Randomly Sourced Data".
Elkadry, Alaa.

Statistical Analyses of "Randomly Sourced Data". - 1 online resource (137 pages)

Source: Dissertation Abstracts International, Volume: 78-11(E), Section: B.

Thesis (Ph.D.)

Includes bibliographical references

Warner in 1965 introduced randomized response, and since then many extensions and improvements to the Warner model have been done. In this study a randomized response model applicable to continuous data that considers a mixture of two normal distributions is considered and analyzed. This includes a study of the efficiency, an estimation of some unknown parameters and a discussion of contaminated data issues and an application of this method to the problem of estimating Oakland University student income is presented and discussed. Also, this study includes inference for two or more populations of the same structure as the randomized response model introduced.

Electronic reproduction.
Ann Arbor, Mich. :
ProQuest,
2018

Mode of access: World Wide Web

ISBN: 9781369882810Subjects--Topical Terms:

556824
Statistics.
Index Terms--Genre/Form:

554714
Electronic books.

Statistical Analyses of "Randomly Sourced Data".
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100 1 $a Elkadry, Alaa. $3 1180652
245 1 0 $a Statistical Analyses of "Randomly Sourced Data".
264 0 $c 2017
300 $a 1 online resource (137 pages)
336 $a text $b txt $2 rdacontent
337 $a computer $b c $2 rdamedia
338 $a online resource $b cr $2 rdacarrier
500 $a Source: Dissertation Abstracts International, Volume: 78-11(E), Section: B.
500 $a Adviser: Gary C. McDonald.
502 $a Thesis (Ph.D.) $c Oakland University $d 2017.
504 $a Includes bibliographical references
520 $a Warner in 1965 introduced randomized response, and since then many extensions and improvements to the Warner model have been done. In this study a randomized response model applicable to continuous data that considers a mixture of two normal distributions is considered and analyzed. This includes a study of the efficiency, an estimation of some unknown parameters and a discussion of contaminated data issues and an application of this method to the problem of estimating Oakland University student income is presented and discussed. Also, this study includes inference for two or more populations of the same structure as the randomized response model introduced.
520 $a The impact of this randomized response model on ranking and selection method is quantified for an indifference-zone procedure and a subset selection procedure. A study on how to choose the best population between k distinct populations using an indifference-zone procedure is presented and some tables for the required sample size needed to have a probability of correct selection higher than some specified value in the preference zone for the randomized response model considered are provided. An application of the subset selection procedure on the considered randomized response model is discussed. The subset selection study is provided for 2 configurations, the slippage configuration and the equi-spaced configuration, and tables are provided for both configurations.
520 $a Finally, a discussion on the use of the data obtained from the Bayesian Improved Surname and Geocoding analysis (BISG) tool in hypothesis testing for disparity between different populations. Two approaches are provided on how to use the information arising from the BISG.
533 $a Electronic reproduction. $b Ann Arbor, Mich. : $c ProQuest, $d 2018
538 $a Mode of access: World Wide Web
650 4 $a Statistics. $3 556824
650 4 $a Applied mathematics. $3 1069907
655 7 $a Electronic books. $2 local $3 554714
690 $a 0463
690 $a 0364
710 2 $a ProQuest Information and Learning Co. $3 1178819
710 2 $a Oakland University. $b Arts. $3 1180653
773 0 $t Dissertation Abstracts International $g 78-11B(E).
856 4 0 $u http://pqdd.sinica.edu.tw/twdaoapp/servlet/advanced?query=10262484 $z click for full text (PQDT)