预测神经退行性疾病存活率的统计模型

2022 5th International Conference on Advanced Systems and Emergent Technologies (IC_ASET) Pub Date : 2022-03-22 DOI:10.1109/IC_ASET53395.2022.9765831

Tasnime Hamdeni, Soufiane Gasmi, M. Sayadi, J. Ginoux

{"title":"预测神经退行性疾病存活率的统计模型","authors":"Tasnime Hamdeni, Soufiane Gasmi, M. Sayadi, J. Ginoux","doi":"10.1109/IC_ASET53395.2022.9765831","DOIUrl":null,"url":null,"abstract":"A new survival model called the Marshall-Olkin Generalized Defective Gompertz Distribution (MO-GDGD) has been recently developed. We present in this paper some mathematical properties of the model. An exhaustive simulation study is conducted for various values of the parameters of MO-GDGD and different sample sizes. Statistical inference methods were applied for the survival analysis of patients suffering from the neurogenerative pathology Amyotrophic Lateral Sclerosis. The type I right-censorship of the data was taken into account. Interesting results have been obtained.","PeriodicalId":6874,"journal":{"name":"2022 5th International Conference on Advanced Systems and Emergent Technologies (IC_ASET)","volume":"88 1","pages":"245-249"},"PeriodicalIF":0.0000,"publicationDate":"2022-03-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Statistical modeling for the prediction of survival rate in a neurodegenerative disease\",\"authors\":\"Tasnime Hamdeni, Soufiane Gasmi, M. Sayadi, J. Ginoux\",\"doi\":\"10.1109/IC_ASET53395.2022.9765831\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"A new survival model called the Marshall-Olkin Generalized Defective Gompertz Distribution (MO-GDGD) has been recently developed. We present in this paper some mathematical properties of the model. An exhaustive simulation study is conducted for various values of the parameters of MO-GDGD and different sample sizes. Statistical inference methods were applied for the survival analysis of patients suffering from the neurogenerative pathology Amyotrophic Lateral Sclerosis. The type I right-censorship of the data was taken into account. Interesting results have been obtained.\",\"PeriodicalId\":6874,\"journal\":{\"name\":\"2022 5th International Conference on Advanced Systems and Emergent Technologies (IC_ASET)\",\"volume\":\"88 1\",\"pages\":\"245-249\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2022-03-22\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2022 5th International Conference on Advanced Systems and Emergent Technologies (IC_ASET)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/IC_ASET53395.2022.9765831\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 5th International Conference on Advanced Systems and Emergent Technologies (IC_ASET)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/IC_ASET53395.2022.9765831","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}

引用次数: 1

摘要

最近提出了一种新的生存模型，称为Marshall-Olkin广义缺陷Gompertz分布(MO-GDGD)。本文给出了该模型的一些数学性质。对MO-GDGD参数的不同取值和不同样本量进行了详尽的模拟研究。应用统计推理方法对肌萎缩性侧索硬化症患者进行生存分析。考虑到数据的第一类权利审查。得到了有趣的结果。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

查看原文本刊更多论文

Statistical modeling for the prediction of survival rate in a neurodegenerative disease

A new survival model called the Marshall-Olkin Generalized Defective Gompertz Distribution (MO-GDGD) has been recently developed. We present in this paper some mathematical properties of the model. An exhaustive simulation study is conducted for various values of the parameters of MO-GDGD and different sample sizes. Statistical inference methods were applied for the survival analysis of patients suffering from the neurogenerative pathology Amyotrophic Lateral Sclerosis. The type I right-censorship of the data was taken into account. Interesting results have been obtained.

求助全文

通过发布文献求助，成功后即可免费获取论文全文。去求助

来源期刊

2022 5th International Conference on Advanced Systems and Emergent Technologies (IC_ASET)

自引率

0.00%

发文量