?url_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Adc&rft.title=ANALISIS+REGRESI+MULTILEVEL+TERHADAP+DATA+KEPADATAN+PENDUDUK+PROVINSI+LAMPUNG+TAHUN+2016+DENGAN+METODE+RESTRICTED+MAXIMUM+LIKELIHOOD%0D%0A%0D%0A&rft.creator=ABDUL+KODIR+%2C+1417031002&rft.subject=QA+Mathematics&rft.description=Data+hirarki+adalah+data+yang+dikumpulkan+dari+dua+atau+lebih+level+dimana+level+yang+lebih+rendah+bersarang+pada+level+yang+lebih+tinggi.+Awalnya%2C+analisis+yang+dilakukan+tanpa+memperhatikan+informasi+pada+level+yang+lebih+tinggi.+Hal+ini+mengakibatkan+ketidakpuasan+pada+hasil+analisisnya+dan+menimbulkan+heteroskedastisitas+pada+galat.+Maka+untuk+mengatasi+masalah+tersebut%2C+digunakan+model+regresi+multilevel.+Tujuan+dari+penelitian+ini+adalah+untuk+mengetahui+faktor-faktor+yang+mempengaruhi+kepadatan+penduduk+di+provinsi+Lampung+tahun+2016+pada+level+kabupaten+dan+level+kecamatan+dan+mengetahui+keragaman+yang+dapat+dijelaskan+di+level+kabupaten+dan+di+level+kecamatan+dengan+menggunakan+metode+REML.+Dari+hasil+analisis+diperoleh+bahwa+model+multilevel+terbaik+yaitu+model+multilevel+yang+tidak+mengikutsertakan+variabel+Z.+Faktor-faktor+yang+mempengaruhi+kepadatan+penduduk+di+provinsi+Lampung+yaitu+rasio+jenis+kelamin%2C+pertambahan+penduduk%2C+dan+pendapatan+asli+kecamatan.+Keragaman+dari+kepadatan+penduduk+yang+dapat+dijelaskan+pada+level+kabupaten+adalah+sebesar+36%2C73%25+sedangkan+untuk+level+kecamatan+adalah+sebesar+12%2C17%25.%0D%0A%0D%0AKata+kunci%3A+data+hirarki%2C+kepadatan+penduduk%2C+regresi+multilevel%0D%0A%0D%0A%0D%0A%0D%0AABSTRACT%0D%0A%0D%0A%0D%0A%0D%0AHierarchical+data+is+data+collected+from+two+or+more+levels+where+lower+levels+are+nested+in+higher+levels.+Initially%2C+the+analysis+was+done+without+observing+the+information+based+on+the+higher+levels.+It+leads+to+dissatisfaction+of+the+analysis+result+and+creating+heteroscedastisity+in+the+error.+Thus%2C+in+order+to+resolve+the+problems%2C+multilevel+regression+model+is+used.+The+purpose+of+this+study+is+to+determine+the+factors+affecting+population+density+in+Lampung+province+in+2016+at+district+and+sub-district+level+and+to+know+the+diversity+that+can+be+explained+at+the+district+and+sub-district+level+using+REML+method.+The+results+showed+that+the+best+multilevel+model+is+a+model+without+Z+variables.+Factors+affecting+the+population+density+in+Lampung+province+is+sex+ratio%2C+population+growth%2C+and+the+original+income+of+the+sub-district.+The+diversity+of+population+density+that+can+be+explained+at+the+district+level+is+36%2C73%25+while+for+sub-district+level+is+12%2C17%25.%0D%0A%0D%0AKey+words%3A+hierarchical+data%2C+population+density%2C+multilevel+regression%0D%0A%0D%0A%0D%0A&rft.publisher=FAKULTAS+MATEMATIKA+DAN+ILMU+PENGETAHUAN+ALAM&rft.date=2018-03-13&rft.type=Skripsi&rft.type=NonPeerReviewed&rft.format=text&rft.identifier=http%3A%2F%2Fdigilib.unila.ac.id%2F30978%2F1%2FABSTRAK.pdf&rft.format=text&rft.identifier=http%3A%2F%2Fdigilib.unila.ac.id%2F30978%2F9%2FSKRIPSI%2520FULL.pdf&rft.format=text&rft.identifier=http%3A%2F%2Fdigilib.unila.ac.id%2F30978%2F10%2FSKRIPSI%2520TANPA%2520BAB%2520PEMBAHASAN.pdf&rft.identifier=++ABDUL+KODIR+%2C+1417031002++(2018)+ANALISIS+REGRESI+MULTILEVEL+TERHADAP+DATA+KEPADATAN+PENDUDUK+PROVINSI+LAMPUNG+TAHUN+2016+DENGAN+METODE+RESTRICTED+MAXIMUM+LIKELIHOOD.++FAKULTAS+MATEMATIKA+DAN+ILMU+PENGETAHUAN+ALAM%2C+UNIVERSITAS+LAMPUNG.+++++&rft.relation=http%3A%2F%2Fdigilib.unila.ac.id%2F30978%2F