<> "The repository administrator has not yet configured an RDF license."^^ . <> . . "ELASTIC-NET REGRESSION ANALYSIS TO OVERCOME\r\nMULTICOLLINEARITY PROBLEMS IN DENGUE HEMORRHAGIC\r\n\r\nFEVER (DHF) DATA IN INDONESIA"^^ . "Multicollinearity is a common problem that arises when there is a strong\r\n\r\nrelationship between independent variables in a regression model. The Elastic-\r\nNet regression method can be used to solve this problem, as it is able to shrink the\r\n\r\nregression coefficient to exactly zero and also perform simultaneous variable\r\nselection. This study was conducted with the aim of determining the performance\r\nof the Elastic-Net method in overcoming the problem of multicollinearity and\r\ncomparing its estimated value with the Ordinary Least Squared (OLS) on dengue\r\ncase data in Indonesia as well as to find out what factors affect dengue cases in\r\nIndonesia. From the results of the study, it can be concluded that the Elastic-Net\r\nmethod successfully overcomes the multicollinearity problem and produces a\r\nbetter regression coefficient compared to OLS based on AIC measurements. The\r\nanalysis showed that the factors that influence dengue cases in Indonesia are\r\nnumber of environmental health workers (X2), the percentage of households with\r\nproper sanitation (X3), the percentage of households with decent housing (X4), the\r\npercentage of households with decent drinking water (X5), the amount of rainfall\r\n(X6), number of rainy days (X7), and population density (X8).\r\n\r\nKeywords: Regression Analysis, Multicollinearity, Elastic-Net, AIC, Dengue\r\nKeywords: Hemorrhagic Fever (DHF).\r\n'\r\n\r\nMultikolinearitas adalah masalah umum yang muncul ketika ada hubungan yang\r\nkuat antar variabel bebas dalam model regresi. Metode Regresi Elastic-Net dapat\r\ndigunakan untuk mengatasi masalah ini, karena metode ini mampu menyusutkan\r\nkoefisien regresi tepat nol dan juga melakukan seleksi variabel secara simultan.\r\n\r\nPenelitian ini dilakukan dengan tujuan untuk mengetahui kinerja metode Elastic-\r\nNet dalam mengatasi masalah multikolinearitas dan membandingkan nilai\r\n\r\ndugaannya dengan Metode Kuadrat Terkecil (MKT) pada data kasus DBD di\r\nIndonesia serta mengetahui faktor-faktor apa saja yang mempengaruhi kasus DBD\r\ndi Indonesia. Dari hasil penelitian, dapat disimpulkan bahwa metode Elastic-Net\r\nberhasil mengatasi masalah multikolinearitas dan menghasilkan dugaan koefisien\r\nregresi yang lebih baik dibandingkan dengan MKT berdasarkan pada pengukuran\r\nAIC. Adapun dari analisis yang dilakukan diperoleh faktor-faktor yang\r\nmempengaruhi kasus DBD di Indonesia yaitu, jumlah tenaga kesehatan\r\nlingkungan (X2), persentase rumah tangga dengan sanitasi layak (X3), persentase\r\nrumah tangga dengan rumah layak huni (X4), persentase rumah tangga dengan air\r\nminum layak (X5), jumlah curah hujan (X6), jumlah hari hujan (X7), dan\r\nkepadatan penduduk (X8).\r\n\r\nKata Kunci: Analisis Regresi, Multikolinearitas, Elastic-Net, AIC, Demam\r\nKata Kunci: Berdarah Dengue (DBD).\r\n"^^ . "2024-08-08" . . . . . "FAKULTAS MATEMATIKA DAN ILMU PENGETAHUAN ALAM"^^ . . . . . . . "SARIANTI"^^ . "ADINDA "^^ . "SARIANTI ADINDA "^^ . . . . . . "ELASTIC-NET REGRESSION ANALYSIS TO OVERCOME\r\nMULTICOLLINEARITY PROBLEMS IN DENGUE HEMORRHAGIC\r\n\r\nFEVER (DHF) DATA IN INDONESIA (File PDF)"^^ . . . "ABSTRAK - Adinda Sarianti.pdf"^^ . . . "ELASTIC-NET REGRESSION ANALYSIS TO OVERCOME\r\nMULTICOLLINEARITY PROBLEMS IN DENGUE HEMORRHAGIC\r\n\r\nFEVER (DHF) DATA IN INDONESIA (File PDF)"^^ . . . "ELASTIC-NET REGRESSION ANALYSIS TO OVERCOME\r\nMULTICOLLINEARITY PROBLEMS IN DENGUE HEMORRHAGIC\r\n\r\nFEVER (DHF) DATA IN INDONESIA (File PDF)"^^ . . . "SKRIPSI TANPA BAB PEMBAHSAN - Adinda Sarianti.pdf"^^ . . . "ELASTIC-NET REGRESSION ANALYSIS TO OVERCOME\r\nMULTICOLLINEARITY PROBLEMS IN DENGUE HEMORRHAGIC\r\n\r\nFEVER (DHF) DATA IN INDONESIA (Other)"^^ . . . . . . "indexcodes.txt"^^ . . . "ELASTIC-NET REGRESSION ANALYSIS TO OVERCOME\r\nMULTICOLLINEARITY PROBLEMS IN DENGUE HEMORRHAGIC\r\n\r\nFEVER (DHF) DATA IN INDONESIA (Other)"^^ . . . . . . "ELASTIC-NET REGRESSION ANALYSIS TO OVERCOME\r\nMULTICOLLINEARITY PROBLEMS IN DENGUE HEMORRHAGIC\r\n\r\nFEVER (DHF) DATA IN INDONESIA (Other)"^^ . . . . . . "indexcodes.txt"^^ . . . "ELASTIC-NET REGRESSION ANALYSIS TO OVERCOME\r\nMULTICOLLINEARITY PROBLEMS IN DENGUE HEMORRHAGIC\r\n\r\nFEVER (DHF) DATA IN INDONESIA (Other)"^^ . . . . . . "lightbox.jpg"^^ . . . "ELASTIC-NET REGRESSION ANALYSIS TO OVERCOME\r\nMULTICOLLINEARITY PROBLEMS IN DENGUE HEMORRHAGIC\r\n\r\nFEVER (DHF) DATA IN INDONESIA (Other)"^^ . . . . . . "preview.jpg"^^ . . . "ELASTIC-NET REGRESSION ANALYSIS TO OVERCOME\r\nMULTICOLLINEARITY PROBLEMS IN DENGUE HEMORRHAGIC\r\n\r\nFEVER (DHF) DATA IN INDONESIA (Other)"^^ . . . . . . "medium.jpg"^^ . . . "ELASTIC-NET REGRESSION ANALYSIS TO OVERCOME\r\nMULTICOLLINEARITY PROBLEMS IN DENGUE HEMORRHAGIC\r\n\r\nFEVER (DHF) DATA IN INDONESIA (Other)"^^ . . . . . . "small.jpg"^^ . . . "ELASTIC-NET REGRESSION ANALYSIS TO OVERCOME\r\nMULTICOLLINEARITY PROBLEMS IN DENGUE HEMORRHAGIC\r\n\r\nFEVER (DHF) DATA IN INDONESIA (Other)"^^ . . . . . . "ELASTIC-NET REGRESSION ANALYSIS TO OVERCOME\r\nMULTICOLLINEARITY PROBLEMS IN DENGUE HEMORRHAGIC\r\n\r\nFEVER (DHF) DATA IN INDONESIA (Other)"^^ . . . . . . "ELASTIC-NET REGRESSION ANALYSIS TO OVERCOME\r\nMULTICOLLINEARITY PROBLEMS IN DENGUE HEMORRHAGIC\r\n\r\nFEVER (DHF) DATA IN INDONESIA (Other)"^^ . . . . . . "ELASTIC-NET REGRESSION ANALYSIS TO OVERCOME\r\nMULTICOLLINEARITY PROBLEMS IN DENGUE HEMORRHAGIC\r\n\r\nFEVER (DHF) DATA IN INDONESIA (Other)"^^ . . . . . . "ELASTIC-NET REGRESSION ANALYSIS TO OVERCOME\r\nMULTICOLLINEARITY PROBLEMS IN DENGUE HEMORRHAGIC\r\n\r\nFEVER (DHF) DATA IN INDONESIA (Other)"^^ . . . . . . "lightbox.jpg"^^ . . . "ELASTIC-NET REGRESSION ANALYSIS TO OVERCOME\r\nMULTICOLLINEARITY PROBLEMS IN DENGUE HEMORRHAGIC\r\n\r\nFEVER (DHF) DATA IN INDONESIA (Other)"^^ . . . . . . "preview.jpg"^^ . . . "ELASTIC-NET REGRESSION ANALYSIS TO OVERCOME\r\nMULTICOLLINEARITY PROBLEMS IN DENGUE HEMORRHAGIC\r\n\r\nFEVER (DHF) DATA IN INDONESIA (Other)"^^ . . . . . . "medium.jpg"^^ . . . "ELASTIC-NET REGRESSION ANALYSIS TO OVERCOME\r\nMULTICOLLINEARITY PROBLEMS IN DENGUE HEMORRHAGIC\r\n\r\nFEVER (DHF) DATA IN INDONESIA (Other)"^^ . . . . . . "small.jpg"^^ . . "HTML Summary of #82257 \n\nELASTIC-NET REGRESSION ANALYSIS TO OVERCOME \nMULTICOLLINEARITY PROBLEMS IN DENGUE HEMORRHAGIC \n \nFEVER (DHF) DATA IN INDONESIA\n\n" . "text/html" . . . "500 ilmu pengetahuan alam dan matematika" . . . "510 Matematika" . .