?url_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Adc&rft.title=PEMODELAN+REGRESI+3+LEVEL%0D%0ADENGAN+METODE+MAXIMUM+LIKELIHOOD&rft.creator=AGUNG+HIDAYAT%2C+1517031091&rft.subject=QA+Mathematics&rft.description=In+the+modern+era%2C+many+studies+use+data+taken+from+groups+that+oversee+units+of%0D%0Aobservation+known+as+hierarchical+data.+In+social+research+usually+traces+the%0D%0Arelationship+between+individuals+and+their+communities.+This+kind+of+research+is+called%0D%0Amultilevel+research.+Multilevel+models+can+be+used+to+analyze+hierarchical+data%0D%0Astructures%2C+which+are+data+analyzed+from+several+levels%2C+where+lower+levels+are+nested%0D%0Aat+higher+levels.+However%2C+this+analysis+does+not+pay+attention+to+the+macro+level%2C%0D%0Aresulting+in+dissatisfaction+with+the+results+of+the+analysis+because+it+causes%0D%0Aheteroscedasticity+in+the+error.+To+overcome+the+problems+above+the+regression+model%0D%0Aused+is+a+multilevel+model.+The+purpose+of+this+study+was+to+apply+the+3-level+regression%0D%0Amodels+on+hierarchical+data+to+determine+the+factors+that+influence+population+density%0D%0Ain+Lampung+Province+in+2016+at+district%2C+sub-district+and+village+levels.+From+the+results%0D%0Aof+the+analysis+it+was+found+that+the+best+3-level+model+is+the+3-level+model+that+includes%0D%0Avariables+at+the+district+and+sub-district+levels.+The+factors+that+influence+population%0D%0Adensity+in+Lampung+Province+are+the+rate+of+economic+growth+and+population+growth.%0D%0AKeywords%3A+hierarchical+data%2C+multilevel+regression%2C+population+density.%0D%0A%0D%0A%0D%0ADi+era+modern+banyak+penelitian+yang+menggunakan+data+yang+diambil+dari+kelompokkelompok%0D%0Ayang+membawahi+unit-unit+pengamatan+yang+dikenal+dengan+istilah+data%0D%0Ahirarki.+Pada+penelitian+sosial+biasanya+menelusuri+hubungan+antara+individu+dengan%0D%0Akomunitasnya.+Penelitian+semacam+ini+disebut+penelitian+multilevel.+Model+multilevel%0D%0Adapat+digunakan+untuk+menganalisis+data+berstruktur+hirarki+yaitu+data+yang+dianalisis%0D%0Adari+beberapa+level%2C+dimana+level+yang+lebih+rendah+bersarang+pada+level+yang+lebih%0D%0Atinggi.+Namun+analisis+ini+tidak+memperhatikan+pada+level+makro%2C+sehingga%0D%0Amengakibatkan+ketidakpuasaan+pada+hasil+analisisnya+karena+menimbulkan%0D%0Aheteroskedastisitas+pada+galat.+Untuk+mengatasi+masalah-masalah+diatas+model+regresi%0D%0Ayang+digunakan+adalah+model+multilevel.+Tujuan+dari+penelitian+ini+adalah+menerapkan%0D%0Amodel+regresi+3+level+pada+data+berhirarki+untuk+mengetahui+faktor-faktor+yang%0D%0Amempengaruhi+kepadatan+penduduk+di+Provinsi+Lampung+tahun+2016+pada+level%0D%0Akabupaten%2C+kecamatan+dan+desa.+Dari+hasil+analisis+diperoleh+bahwa+model+3+level%0D%0Aterbaik+yaitu+model+3+level+yang+mengikutsertakan+variabel+pada+level+kabupaten+dan%0D%0Alevel+kecamatan.+Adapun+faktor-faktor+yang+mempengaruhi+kepadatan+penduduk+di%0D%0AProvinsi+Lampung+yaitu+laju+pertumbuhan+ekonomi+dan+pertumbuhan+penduduk.%0D%0AKata+kunci%3A+data+hirarki%2C+regresi+multilevel%2C+kepadatan+penduduk.&rft.publisher=FAKULTAS+MATEMATIKA+DAN+ILMU+PENGETAHUAN+ALAM&rft.date=2019&rft.type=Skripsi&rft.type=NonPeerReviewed&rft.format=text&rft.identifier=http%3A%2F%2Fdigilib.unila.ac.id%2F54433%2F1%2FABSTRAK%2520INDONESIA%2520%2526%2520INGGRIS.pdf&rft.format=text&rft.identifier=http%3A%2F%2Fdigilib.unila.ac.id%2F54433%2F2%2FSKRIPSI%2520FULL.pdf&rft.format=text&rft.identifier=http%3A%2F%2Fdigilib.unila.ac.id%2F54433%2F3%2FSKRIPSI%2520TANPA%2520BAB%2520PEMBAHASAN.pdf&rft.identifier=++AGUNG+HIDAYAT%2C+1517031091++(2019)+PEMODELAN+REGRESI+3+LEVEL+DENGAN+METODE+MAXIMUM+LIKELIHOOD.++FAKULTAS+MATEMATIKA+DAN+ILMU+PENGETAHUAN+ALAM%2C+UNIVERSITAS+LAMPUNG.+++++&rft.relation=http%3A%2F%2Fdigilib.unila.ac.id%2F54433%2F