?url_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Adc&rft.title=PANEL+DATA+REGRESSION+MODEL+PARAMETER+ESTIMATION%0D%0ARANDOM+EFFECT+MODEL+USING+THE+GENERALIZED+LEAST%0D%0ASQUARE+METHOD+ON+HUMAN+DEVELOPMENT+INDEX+DATA%0D%0A%0D%0AJAKARTA+PROVINCE+IN+2019-2023&rft.creator=SINTA+%2C+ANDIANA+PUTRI&rft.subject=500+ilmu+pengetahuan+alam+dan+matematika&rft.subject=510+Matematika&rft.description=Regression+analysis+on+panel+data+is+a+regression+technique+that+utilizes+the+panel%0D%0Adata+structure%2C+which+combines+information+from+time+series+and+cross+section+data.%0D%0APanel+data+regression+analysis+in+economics+is+usually+used+for+Human%0D%0ADevelopment+Index+(HDI)+data.+HDI+is+a+measure+used+to+assess+the+success+of+a%0D%0Aregion+in+developing+the+quality+of+life+of+its+population.+In+panel+data+regression%2C%0D%0Athere+are+three+estimation+models%2C+namely+CEM%2C+FEM+and+REM.+The+CEM+method%0D%0Aassumes+that+the+intercept+and+slope+in+the+cross+section+and+time+series+units+are%0D%0Athe+same%2C+the+FEM+method+assumes+that+the+intercept+is+different+between+cross%0D%0Asection+units%2C+while+the+slope+between+cross+section+units+remains+the+same%2C+while%0D%0Athe+REM+method+assumes+that+differences+in+unit+characteristics+and+time+periods%0D%0Aare+accommodated+in+the+residual+model.+As+a+result+of+this+study%2C+the+best+panel%0D%0Adata+regression+model+is+using+the+Random+Effect+Model+(REM)+with+individual%0D%0Aeffects.+The+variables+of+life+expectancy%2C+school+expectancy%2C+number+of+poor+people%0D%0Aand+per+capita+expenditure+are+able+to+explain+HDI+in+DKI+Jakarta+Province+by%0D%0A95.45%25.+The+panel+data+regression+equation+is%3A%0D%0AYit+%3D+%E2%88%9230.607+%2B+1.2131X1it+%2B+1.0541X2it+%2B+0.001445X3it+%2B+0.00046209X4it%0D%0A%0D%0AKeywords%3A+Panel+Data+Regression%2C+HDI%2C+Random+Effect+Model%0D%0A%0D%0AABSTRAK%0D%0A%0D%0AESTIMASI+PARAMETER+MODEL+REGRESI+DATA+PANEL%0D%0ARANDOM+EFFECT+MODEL+MENGGUNAKAN+METODE+GENERALIZED%0D%0ALEAST+SQUARE+PADA+DATA+INDEKS+PEMBANGUNAN+MANUSIA%0D%0A%0D%0APROVINSI+DKI+JAKARTA+TAHUN+2019-2023%0D%0A%0D%0AOLEH%0D%0A%0D%0ASINTA+ANDIANA+PUTRI%0D%0A%0D%0AAnalisis+regresi+pada+data+panel+merupakan+suatu+teknik+regresi+yang%0D%0Amemanfaatkan+struktur+data+panel%2C+yang+menggabungkan+informasi+dari+data+time%0D%0Aseries+dan+cross+section.+Analisis+regresi+data+panel+dalam+bidang+ekonomi+biasanya%0D%0Adigunakan+untuk+data+Indeks+Pembangunan+Manusia+(IPM).+IPM+adalah+ukuran%0D%0Ayang+digunakan+untuk+menilai+keberhasilan+suatu+daerah+dalam+membangun%0D%0Akualitas+hidup+penduduknya.+Dalam+regresi+data+panel+terdapat+tiga+estimasi+model%2C%0D%0Ayakni+CEM%2C+FEM+dan+REM.+Metode+CEM+berasumsi+bahwa+intercept+dan+slope%0D%0Apada+unit+cross+section+dan+time+series+adalah+sama%2C+metode+FEM+mengasumsikan%0D%0Abahwa+intercept+berbeda+antar+unit+cross+section%2C+sedangkan+slope+antar+unit+cross%0D%0Asection+tetap+sama%2C+sedangkan+metode+REM+berasumsi+bahwa+perbedaan%0D%0Akarakteristik+unit+dan+periode+waktu+diakomodasi+pada+residual+model.+Hasil%0D%0Apenelitian+ini%2C+model+regresi+data+panel+terbaik+ialah+menggunakan+Random+Effect%0D%0AModel+(REM)+dengan+efek+individu.+Variabel+umur+harapan+hidup%2C+harapan+lama%0D%0Asekolah%2C+jumlah+penduduk+miskin+dan+pengeluaran+per+kapita+mampu+menjelaskan%0D%0AIPM+di+Provinsi+DKI+Jakarta+sebesar+95%2C45%25.+Persamaan+regresi+data+panelnya%0D%0Aadalah%3A%0D%0AYit+%3D+%E2%88%9230.607+%2B+1.2131X1it+%2B+1.0541X2it+%2B+0.001445X3it+%2B+0.00046209X4it%0D%0A%0D%0AKata+Kunci%3A+Regresi+Data+Panel%2C+IPM%2C+Random+Effect+Model&rft.publisher=FAKULTAS+MATEMATIKA+DAN+ILMU+PENGETAHUAN+ALAM&rft.date=2024-07-02&rft.type=Skripsi&rft.type=NonPeerReviewed&rft.format=text&rft.identifier=http%3A%2F%2Fdigilib.unila.ac.id%2F85526%2F1%2F1.%2520ABSTRAK%2520-%2520Sinta%2520Andiana.pdf&rft.format=text&rft.identifier=http%3A%2F%2Fdigilib.unila.ac.id%2F85526%2F2%2F2.%2520SKRIPSI%2520FULL%2520-%2520Sinta%2520Andiana.pdf&rft.format=text&rft.identifier=http%3A%2F%2Fdigilib.unila.ac.id%2F85526%2F3%2F3.%2520SKRIPSI%2520TANPA%2520BAB%2520PEMABAHASAN%2520-%2520Sinta%2520Andiana.pdf&rft.identifier=++SINTA+%2C+ANDIANA+PUTRI++(2024)+PANEL+DATA+REGRESSION+MODEL+PARAMETER+ESTIMATION+RANDOM+EFFECT+MODEL+USING+THE+GENERALIZED+LEAST+SQUARE+METHOD+ON+HUMAN+DEVELOPMENT+INDEX+DATA+JAKARTA+PROVINCE+IN+2019-2023.++FAKULTAS+MATEMATIKA+DAN+ILMU+PENGETAHUAN+ALAM%2C+UNIVERSITAS+LAMPUNG.+++++&rft.relation=http%3A%2F%2Fdigilib.unila.ac.id%2F85526%2F