Application of the accelerated failure time model to lung cancer data
عنوان مقاله: Application of the accelerated failure time model to lung cancer data
شناسه ملی مقاله: JR_IJNAA-12-1_098
منتشر شده در در سال 1400
شناسه ملی مقاله: JR_IJNAA-12-1_098
منتشر شده در در سال 1400
مشخصات نویسندگان مقاله:
- - - College of Administration and EconomicsnUniversity of Kirkuk
- - - College of Administration and EconomicsnUniversity of Kirkuk
خلاصه مقاله:
- - - College of Administration and EconomicsnUniversity of Kirkuk
- - - College of Administration and EconomicsnUniversity of Kirkuk
Accelerated failure time model sometimes symbolized as AFT model, is an important regression model in survival analysis. In this article, we applied AFT model to the data of lung cancer patient in order to identify the must important factors affecting the patient's survival time. The results showed a well performance for this model, as based on some statistical criteria, the factors that are consistent with the opinion of specialists in in uencing survival time were identified, as the factors (smoking, treatment, proliferation, location of residence) of the main factors aecting the life of a person with this disease.
کلمات کلیدی: Accelerated failure time model, life time, survival data, selection criteria, lung cancer
صفحه اختصاصی مقاله و دریافت فایل کامل: https://civilica.com/doc/1561378/