?url_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Adc&rft.title=REGRESI+KOMPONEN+UTAMA+ROBUST+S-ESTIMATOR+PADA+INDEKS%0D%0A%0D%0APENDUDUK+MISKIN+DI+INDONESIA+TAHUN+2022%0D%0A&rft.creator=ATINA+%2C+FARIZA+AULIA&rft.subject=500+ilmu+pengetahuan+alam+dan+matematika&rft.subject=510+Matematika&rft.description=Regresi+Komponen+Utama+(RKU)+adalah+salah+satu+metode+yang+dapat+digunakan%0D%0Auntuk+mengatasi+masalah+multikolinearitas+dengan+mereduksi+dimensi+data+yang%0D%0Asaling+berkorelasi+menjadi+variabel-variabel+baru+yang+saling+bebas+dan+merupakan%0D%0Akombinasi+linear+dari+variabel+aslinya.+Apabila+data+terkontaminasi+oleh+pencilan%2C%0D%0Amaka+digunakan+metode+Robust+pada+RKU+menggunakan+estimator+S+yang+dalam%0D%0Apenelitian+ini+menggunakan+data+persentase+penduduk+miskin+di+Indonesia+yang%0D%0Adipengaruhi+oleh+delapan+variabel+bebas.+Tujuan+dari+penelitian+ini+adalah%0D%0Amengetahui+efektivitas+penerapan+metode+Estimator+S+pada+RKU+Robust+untuk%0D%0Apemodelan+indeks+penduduk+miskin+di+Indonesia.+Hasil+dari+penelitian+ini+adalah%0D%0Abahwa+metode+Robust+Estimator+S+dinilai+paling+efektif+dalam+mengatasi+masalah%0D%0Amultikolinearitas+dan+pencilan+dibandingkan+RKU+Klasik-OLS%2C+RKU+Robust-OLS%2C%0D%0Adan+RKU+Klasik+Estimator+S+dengan+nilai+Adjusted+R%0D%0A2%0D%0Asebesar+0.6451+dan+nilai%0D%0A%0D%0ARMSE+nya+sebesar+0.3085.%0D%0A%0D%0AKata+kunci+%3A+Regresi+Komponen+Utama%2C+Multikolinearitas%2C+Pencilan%2C+Robust%2C%0D%0APersentase+Penduduk+Miskin.%0D%0AROBUST+S-ESTIMATOR+PRINCIPAL+COMPONENT+REGRESSION+ON%0D%0ATHE+POOR+POPULATION+INDEX+IN+INDONESIA+2022%0D%0A%0D%0ABy%0D%0A%0D%0AATINA+FARIZA+AULIA%0D%0A%0D%0APrincipal+Component+Regression+(RKU)+is+one+method+that+can+be+used+to%0D%0Aovercome+multicollinearity+problems+by+reducing+the+dimensions+of+correlated+data%0D%0Ainto+new+variables+that+are+mutually+independent+and+are+linear+combinations+of+the%0D%0Aoriginal+variables.+If+the+data+is+contaminated+by+outliers%2C+the+Robust+method+of%0D%0ARKU+is+used+using+the+S-Estimator+which+in+this+study+uses+data+on+the+percentage%0D%0Aof+poor+people+in+Indonesia+which+is+influenced+by+eight+independent+variables.+The%0D%0A%0D%0Apurpose+of+this+study+is+to+determine+the+effectiveness+of+the+application+of+the+S-%0D%0AEstimator+method+in+Robust+RKU+for+modelling+the+index+of+poor+people+in%0D%0A%0D%0AIndonesia.+The+result+of+this+study+is+that+the+Robust+S-Estimator+method+in%0D%0Aconsidered+the+most+effective+in+overcoming+multicollinearity+and+outlier+problems%0D%0A%0D%0Acompared+to+RKU+Classical-OLS%2C+RKU+Robust-OLS%2C+and+RKU+Classical+S-%0D%0AEstimator+with+an+Adjusted+R2%0D%0A%0D%0Avalue+of+0.6451+and+an+RMSE+value+of+0.3085.%0D%0A%0D%0AKeywords+%3A+Principal+Component+Regression%2C+Multicollinearity%2C+Outliers%2C+Robust%2C%0D%0APercentage+of+Poor+Population.&rft.publisher=FAKULTAS+MATEMATIKA+DAN+ILMU+PENGETAHUAN+ALAM&rft.date=2024-06-12&rft.type=Skripsi&rft.type=NonPeerReviewed&rft.format=text&rft.identifier=http%3A%2F%2Fdigilib.unila.ac.id%2F83988%2F1%2FABSTRAK%2520-%2520Atina%2520Fa.pdf&rft.format=text&rft.identifier=http%3A%2F%2Fdigilib.unila.ac.id%2F83988%2F2%2FSKRIPSI%2520FULL%2520-%2520Atina%2520Fa.pdf&rft.format=text&rft.identifier=http%3A%2F%2Fdigilib.unila.ac.id%2F83988%2F3%2FSKRIPSI%2520TANPA%2520BAB%2520PEMBAHASAN%2520-%2520Atina%2520Fa.pdf&rft.identifier=++ATINA+%2C+FARIZA+AULIA++(2024)+REGRESI+KOMPONEN+UTAMA+ROBUST+S-ESTIMATOR+PADA+INDEKS+PENDUDUK+MISKIN+DI+INDONESIA+TAHUN+2022.++FAKULTAS+MATEMATIKA+DAN+ILMU+PENGETAHUAN+ALAM%2C+UNIVERSITAS+LAMPUNG.+++++&rft.relation=http%3A%2F%2Fdigilib.unila.ac.id%2F83988%2F