?url_ver=Z39.88-2004&rft_id=1857031006&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Adc&rft.title=ANALISIS+REGRESI+MULTILEVEL+DENGAN+METODE%0D%0AMAXIMUM+LIKELIHOOD%0D%0A(Studi+Kasus%3A+Kepadatan+Penduduk+di+Provinsi+Sumatera+Selatan+Tahun+2020)&rft.creator=Siti+Bunga+Rohiyatun+Nufus%2C+1857031006&rft.subject=000+Ilmu+komputer%2C+informasi+dan+pekerjaan+umum&rft.description=Regresi+multilevel+adalah+teknik+statistik+untuk+melakukan+analisis+regresi+pada+data+berstruktur+hierarki.+Metode+estimasi+parameter+yang+umumnya+diterapkan+untuk+analisis+regresi+multilevel+adalah+metode+maximum+likelihood.+Pada+penelitian+ini+akan+menganalisis+regresi+multilevel+melalui+metode+maximum+likelihood+untuk+mengetahui+faktor+yang+mempengaruhi+kepadatan+penduduk+di+Provinsi+Sumatera+Selatan+tahun+2020+pada+level+kecamatan+dan+kabupaten%2C+serta+mengetahui+nilai+keragaman+yang+dijelaskan+masing-masing+level.+Berdasarkan+hasil+analisis+diketahui+bahwa+model+terbaik+adalah+model+regresi+multilevel+dengan+variabel+z+yaitu+model+dengan+mengikutsertakan+variabel+pada+level+kabupaten.+Faktor+yang+mempengaruhi+kepadatan+penduduk+di+Provinsi+Sumatera+Selatan+adalah+variabel+indeks+pembangunan+manusia%2C+produk+domestik+regional+bruto+per+kapita%2C+jumlah+penduduk+kecamatan%2C+dan+rasio+jenis+kelamin+kecamatan.+Keragaman+dari+kepadatan+penduduk+dapat+dijelaskan+oleh+level+1+(kecamatan)+sebesar+73%2C03%25%2C+sementara+itu+nilai+keragaman+yang+dapat+dijelaskan+oleh+level+2+(kabupaten)+sebesar+24%2C23%25.%0D%0A%0D%0AKata+kunci%3A+Regresi+Multilevel%2C+Kepadatan+Penduduk%2C+Maximum+Likelihood%0D%0A%0D%0A%0D%0A%0D%0A%0D%0A%0D%0A%0D%0Aabstract%0D%0A%0D%0AMultilevel+regression+is+a+statistical+technique+for+performing+regression+analysis+on+hierarchically+structured+data.+The+parameter+estimation+method+that+is+generally+applied+for+multilevel+regression+analysis+is+the+maximum+likelihood+method.+In+this+study%2C+we+will+analyze+multilevel+regression+using+the+maximum+likelihood+method+to+determine+the+factors+that+affect+population+density+in+Sumatera+Selatan+Province+in+2020+at+the+sub-district+and+district+levels%2C+as+well+as+determine+the+value+of+diversity+described+at+each+level.+Based+on+the+results+of+the+analysis%2C+it+is+known+that+the+best+model+is+a+multilevel+regression+model+with+variable+z%2C+namely+a+model+that+includes+variables+at+the+district+level.+Factors+that+affect+population+density+in+South+Sumatra+Province+are+the+human+development+index+variable%2C+gross+regional+domestic+product+per+capita%2C+the+number+of+sub-district+residents%2C+and+the+sub-district+sex+ratio.+The+diversity+of+population+density+can+be+explained+by+a+level+1+(sub-district)+of+73.03%25%2C+while+the+value+of+diversity+that+can+be+explained+by+a+level+2+(district)+is+24.23%25.%0D%0A%0D%0AKeywords%3A+Multilevel+Regression%2C+Population+Density%2C+Maximum+Likelihood&rft.publisher=FAKULTAS+MATEMATIKA+DAN+ILMU+PENGETAHUAN+ALAM+&rft.date=2022-07-25&rft.type=Skripsi&rft.type=NonPeerReviewed&rft.format=text&rft.identifier=http%3A%2F%2Fdigilib.unila.ac.id%2F64543%2F1%2FABSTRAK.pdf&rft.format=text&rft.identifier=http%3A%2F%2Fdigilib.unila.ac.id%2F64543%2F2%2FSKRIPSI%2520FULL.pdf&rft.format=text&rft.identifier=http%3A%2F%2Fdigilib.unila.ac.id%2F64543%2F3%2FSKRIPSI%2520TANPA%2520BAB%2520PEMBAHASAN.pdf&rft.identifier=++Siti+Bunga+Rohiyatun+Nufus%2C+1857031006++(2022)+ANALISIS+REGRESI+MULTILEVEL+DENGAN+METODE+MAXIMUM+LIKELIHOOD+(Studi+Kasus%3A+Kepadatan+Penduduk+di+Provinsi+Sumatera+Selatan+Tahun+2020).++FAKULTAS+MATEMATIKA+DAN+ILMU+PENGETAHUAN+ALAM+%2C+UNIVERSITAS+LAMPUNG.+++++&rft.relation=http%3A%2F%2Fdigilib.unila.ac.id%2F64543%2F