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الصفحة الرئيسية » Applied Statistics

Applied Statistics

Using Multinomial Logistic Regression to Identify Key Factors Affecting the Standard of Living in Sinnar, Sudan

Authors Dept. of Information Management, Riyadh, Maximus KSA Company, Saudia Arabia – Ph.D. in Applied Statistics, Statistics, Sinnar University, Sudan [email protected] Paper DOI https://doi.org/10.59992/IJFAES.2025.v4n4p11 Abstract This study aims to identify and analyze the key determinants of household living standards in Sinnar State, Sudan, by using Multinomial Logistic Regression (MLR) to… اقرأ المزيد »Using Multinomial Logistic Regression to Identify Key Factors Affecting the Standard of Living in Sinnar, Sudan

Application of Machine Learning Techniques for Classifying Household Standards of Living in Sinnar State, Sudan: A Comparative Study of Discriminant Analysis and Decision Trees

Authors Dept. of Information Management, Riyadh, Maximus KSA Company, Saudia Arabia – Ph.D. in Applied Statistics, Statistics, Sinnar University, Sudan [email protected] Paper DOI https://doi.org/10.59992/IJFAES.2025.v4n4p12 Abstract This study aims to classify households in Sinnar State, Sudan, into high, medium, and low standard-of-living groups based on selected economic, demographic, and social variables.… اقرأ المزيد »Application of Machine Learning Techniques for Classifying Household Standards of Living in Sinnar State, Sudan: A Comparative Study of Discriminant Analysis and Decision Trees