May 20, 2024
Morad Alizadeh

Morad Alizadeh

Academic Rank: Assistant professor
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Degree: Ph.D in Statistics
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Faculty: Faculty of Intelligent Systems and Data Science

Research

Title Evaluation of Dialyses Patients by use of Stochastic Data Envelopment Analysi
Type Article
Keywords
Journal PUNJAB UNIVERSITY JOURNAL OF MATHEMATICS
DOI
Researchers Morad Alizadeh (Fourth researcher)

Abstract

Kidney Dialysis is considered as one of the world’s major health problems. Level of occurrence of this illness is high and every year increases by %8. Kidney Dialysis refers to temporary or permanent kidney damage which causes lack of proper functioning of kidneys. One of the dangerous problems for Dialysis patients is blood pressure. On the other hand life expectancy of these patients is matter of concern. Therefore finding a mathematical model which can link these two factors is of great importance. In this research it has been assumed that input outputs of the under evaluation units adhere to Rayleigh distribution. By considering suitable models for data envelopment analysis such as FDH, new methods for determining random value of under evaluation units are presented. Since one of the main Rayleigh distribution functions is about life expectancy, therefore the model is expanded to cover the dialysis patient’s life expectancy. 49