MARC details
| 000 -LEADER |
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| fixed length control field |
05471namaa22004211i 4500 |
| 003 - CONTROL NUMBER IDENTIFIER |
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| control field |
OSt |
| 005 - أخر تعامل مع التسجيلة |
|---|
| control field |
20241119172719.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
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| fixed length control field |
241116s2023 |||a|||f |m|| 000 0 eng d |
| 040 ## - CATALOGING SOURCE |
|---|
| Original cataloguing agency |
EG-GICUC |
| Language of cataloging |
eng |
| Transcribing agency |
EG-GICUC |
| Modifying agency |
EG-GICUC |
| Description conventions |
rda |
| 041 0# - LANGUAGE CODE |
|---|
| Language code of text/sound track or separate title |
eng |
| Language code of summary or abstract |
eng |
| -- |
ara |
| 049 ## - Acquisition Source |
|---|
| Acquisition Source |
Deposit |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER |
|---|
| Classification number |
519.5 |
| 092 ## - LOCALLY ASSIGNED DEWEY CALL NUMBER (OCLC) |
|---|
| Classification number |
519.5 |
| Edition number |
21 |
| 097 ## - Degree |
|---|
| Degree |
Ph.D |
| 099 ## - LOCAL FREE-TEXT CALL NUMBER (OCLC) |
|---|
| Local Call Number |
Cai01.03.01.Ph.D.2023.Ma.O. |
| 100 0# - MAIN ENTRY--PERSONAL NAME |
|---|
| Authority record control number or standard number |
Maha Ismail Mahfouz Ismail, |
| Preparation |
preparation. |
| 245 10 - TITLE STATEMENT |
|---|
| Title |
Optimal Stochastic Allocation in Multivariate Stratified Sampling / |
| Statement of responsibility, etc. |
By Maha Ismail Mahfouz Ismail; Supervised by Prof. Zeinab Ali Abd El-Aziz Khadr, Dr. Mahmoud Mostafa Rashwan, Dr. Mohammed Abd El-Ghani Ramadan |
| 246 15 - VARYING FORM OF TITLE |
|---|
| Title proper/short title |
أسلوب تخصيص عشوائى متعدد المتغيرات ذو أمثلية للمعاينة العشوائية الطبقية / |
| 264 #0 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE |
|---|
| Date of production, publication, distribution, manufacture, or copyright notice |
2023. |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
75 pages : |
| Other physical details |
illustrations ; |
| Dimensions |
25 cm. + |
| Accompanying material |
CD. |
| 336 ## - CONTENT TYPE |
|---|
| Content type term |
text |
| Source |
rda content |
| 337 ## - MEDIA TYPE |
|---|
| Media type term |
Unmediated |
| Source |
rdamedia |
| 338 ## - CARRIER TYPE |
|---|
| Carrier type term |
volume |
| Source |
rdacarrier |
| 502 ## - DISSERTATION NOTE |
|---|
| Dissertation note |
Thesis (Ph.D)-Cairo University, 2023. |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE |
|---|
| Bibliography, etc. note |
Bibliography: pages 70-74. |
| 520 ## - SUMMARY, ETC. |
|---|
| Summary, etc. |
The allocation of stratified sampling is the problem of determining the number of <br/>observations to be selected from each stratum. Many authors introduced optimization-based <br/>allocation techniques that utilize the mathematical programming approach to obtain an optimal <br/>allocation that optimizes certain objective function under some constraints. The main challenge <br/>of the optimal allocation is the compromise between the two conflicting objectives of the cost of <br/>the survey and the precision of the estimates. In the literature, the optimal allocations obtained <br/>either minimize variation for the estimates under a given cost of the survey or minimize cost at a <br/>given precision level of the estimates. In multivariate surveys, the optimal allocation for one <br/>characteristic may result in a loss of the precision of the estimates of the other characteristics. <br/>This study proposes a multivariate optimal compromise allocation using a multi-objective <br/>mathematical programming model that simultaneously minimizes the total cost of the survey and <br/>the variation of the overall stratified mean of all of the characteristics of interest. The <br/>proportional increase in the estimator's variance due to minimizing the variance compared to the <br/>estimator's variance due to minimizing the cost is set as a constraint and is upper-bounded by a <br/>pre-determined quantity. Weighted Goal Programming is adopted as a solution technique, which <br/>has the flexibility of introducing different weights to the different goals according to the decision <br/>maker’s requirements. Integer programming is used to guarantee integer values for the optimal <br/>allocation. <br/>However, in practice, because the population data are usually unknown and are estimated <br/>under uncertainty, thus, their sample estimates should be better treated as random variables. <br/>Therefore, the proposed model introduces another form implementing a Stochastic Programming <br/>model that is solved using the Chance-Constrained Programming technique. A simulation-based <br/>comparative study is conducted to assess the performance of the proposed allocation models <br/>versus other allocation techniques. The results show that, according to the criteria used for <br/>comparison, the proposed models produced estimators with the highest precision in most of the <br/>cases. |
| 520 ## - SUMMARY, ETC. |
|---|
| Summary, etc. |
الهدف الرئيسى من هذه الدراسة هو تقديم أسلوب برمجة متعدد الأهداف يهدف للتعامل مع مشكلة التخصيص في المعاينة العشوائية الطبقية عن طريق تصغير كل من تباين مقدر متوسط المجتمع، بالإضافة إلى الميزانية المستخدمة فى آن واحد. وتم تقديم صورة أخرى من النموذج فى شكل برمجة إحتمالية مع افتراض أن التباين وبعض بنود الميزانية هى متغيرات عشوائية تتبع توزيع احتمالى معين. بالإضافة إلى ذلك، يتم مقارنة النماذج المُقترحة مع نماذج أخرى قُدمت فى الدراسات السابقة من خلال دراسة محاكاة. ويتم تقييم أداء النماذج باستخدام ثلاثة معايير لقياس كفاءة النماذج فى الحصول على مقدرات المجتمع. و بناءاً على هذه المعايير، أفادت النتائج التى تم التوصل اليها أن النماذج المقترحة كانت الأكثر كفاءة في الحصول على مقدرات المتوسطات داخل الطبقات و ذلك في معظم الحالات. |
| 530 ## - ADDITIONAL PHYSICAL FORM AVAILABLE NOTE |
|---|
| Issues CD |
Issued also as CD |
| 546 ## - LANGUAGE NOTE |
|---|
| Text Language |
Text in English and abstract in Arabic & English. |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Statistics |
| Source of heading or term |
qrmak |
| 653 #0 - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
Multivariate Stratified Sampling |
| -- |
Multi-Objective Programming |
| -- |
Weighted Goal programming |
| 700 0# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Zeinab Ali Abd El-Aziz Khadr |
| Relator term |
thesis advisor. |
| 700 0# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Mahmoud Mostafa Rashwan |
| Relator term |
thesis advisor. |
| 700 0# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Mohammed Abd El-Ghani Ramadan |
| Relator term |
thesis advisor. |
| 900 ## - Thesis Information |
|---|
| Grant date |
01-01-2023 |
| Supervisory body |
Mahmoud Mostafa Rashwan |
| -- |
Mohammed Abd El-Ghani Ramadan |
| -- |
Zeinab Ali Abd El-Aziz Khadr |
| Universities |
Cairo University |
| Faculties |
Faculty of Economics and Political Science |
| Department |
Department of Statistics |
| 905 ## - Cataloger and Reviser Names |
|---|
| Cataloger Name |
Nourhan |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Source of classification or shelving scheme |
Dewey Decimal Classification |
| Koha item type |
Thesis |
| Edition |
21 |
| Suppress in OPAC |
No |
