Comparative Study for Survival Models / (Record no. 84833)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 02759nam a2200313 a 4500 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | EG-GiCUC |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20250223032938.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 220925s2021 ua d f m 000 0 eng d |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | EG-GiCUC |
| Language of cataloging | eng |
| Transcribing agency | EG-GiCUC |
| 041 0# - LANGUAGE CODE | |
| Language code of text/sound track or separate title | eng |
| 049 ## - LOCAL HOLDINGS (OCLC) | |
| Holding library | Deposite |
| 097 ## - Thesis Degree | |
| Thesis Level | M.Sc |
| 099 ## - LOCAL FREE-TEXT CALL NUMBER (OCLC) | |
| Classification number | Cai01.18.04. M.Sc.2021.Ad.C |
| 100 0# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Adnan Khalfan Salim Sulaiyam |
| 245 10 - TITLE STATEMENT | |
| Title | Comparative Study for Survival Models / |
| Statement of responsibility, etc. | Adnan Khalfan Salim Sulaiyam ; Supervised Ahmed H. Youssef , Salah M. Mohamed |
| 246 15 - VARYING FORM OF TITLE | |
| Title proper/short title | دراسة مقارنة لنماذج البقاء علي قيد الحياة |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Place of publication, distribution, etc. | Cairo : |
| Name of publisher, distributor, etc. | Adnan Khalfan Salim Sulaiyam , |
| Date of publication, distribution, etc. | 2021 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 115 P . : |
| Other physical details | charts ; |
| Dimensions | 30cm |
| 502 ## - DISSERTATION NOTE | |
| Dissertation note | Thesis (M.Sc.) - Cairo University - Faculty of Graduate Studies for Statistical Research - Department of Statistics and Econometrics |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | The aim of this thesis is to provide introduction to different methods for modeling survival data. There are three major approaches for modeling survival data: non- parametric, semi-parametric and parametric approaches. Each approach has its own advantages and disadvantages. This thesis is primarily concerned with parametric approach-also, known as accelerated failure time approach and semi-parametric approach {u2013}also, known as proportional hazard cox approach. An elaborated discussion of the two approaches is presented. This discussion included (for each approach): specification of the model -derivation of the likelihood function {u2013} estimation of parameters using maximum likelihood method- inference and statistical tests about model parameters using likelihood ratio, Wald and score tests. For Parametric approach, two famous types of survival time distributions were handled: Exponential and Weibull distributions.For semi-parametric approach (Cox proportional Hazard approach) two approximating methods for estimating the survival function and other related lifetime indicators from the Cox model estimates were discussed: The Kalbfleisch {u2013} Prentice method and The Breslow method. Also, the Cox model as a special case of counting processes is discussed and two diagnostic measures for assessing the assumption of proportional hazard (Cox {u2013} Snell residuals- Schoenfeld residuals) were also displayed. For the purpose of comparing between different parametric and semi-parametric models, real data example (MUGUS data) was supplied for comparative study between different survival models |
| 530 ## - ADDITIONAL PHYSICAL FORM AVAILABLE NOTE | |
| Additional physical form available note | Issued also as CD |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Semi |
| 700 0# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Ahmed H. Youssef , |
| Relator term | |
| 700 0# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Salah M. Mohamed , |
| Relator term | |
| 856 ## - ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | <a href="http://172.23.153.220/th.pdf">http://172.23.153.220/th.pdf</a> |
| 905 ## - LOCAL DATA ELEMENT E, LDE (RLIN) | |
| Cataloger | Amira |
| Reviser | Cataloger |
| 905 ## - LOCAL DATA ELEMENT E, LDE (RLIN) | |
| Reviser | Revisor |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Dewey Decimal Classification |
| Koha item type | Thesis |
| Source of classification or shelving scheme | Not for loan | Home library | Current library | Date acquired | Full call number | Barcode | Date last seen | Koha item type | Copy number |
|---|---|---|---|---|---|---|---|---|---|
| Dewey Decimal Classification | المكتبة المركزبة الجديدة - جامعة القاهرة | قاعة الرسائل الجامعية - الدور الاول | 11.02.2024 | Cai01.18.04. M.Sc.2021.Ad.C | 01010110085741000 | 22.09.2023 | Thesis | ||
| Dewey Decimal Classification | المكتبة المركزبة الجديدة - جامعة القاهرة | مخـــزن الرســائل الجـــامعية - البدروم | 11.02.2024 | Cai01.18.04. M.Sc.2021.Ad.C | 01020110085741000 | 22.09.2023 | CD - Rom | 85741.CD |