?url_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Adc&rft.title=ANALISIS+REGRESI+BERGANDA+DENGAN+METODE+PARTIAL%0D%0AROBUST-M+DALAM+MENGATASI+MASALAH+MULTIKOLINEARITAS%0D%0ADAN+PENCILAN&rft.creator=Tri+Dewi+Cahyani%2C+1717031085&rft.subject=500+ilmu+pengetahuan+alam+dan+matematika&rft.subject=510+Matematika&rft.description=Partial+Robust-M+Regression+(PRM)+is+a+robust+alternative+approach+method+of%0D%0APartial+Least+Square+(PLS)+regression+which+is+used+as+a+method+of+handling%0D%0Amulticollinearity+and+data+contained+outliers+in+one+case.+The+purpose+of+this+study%0D%0Awas+to+determine+the+performance+of+the+Partial+Robust-M+method+in+overcoming%0D%0Adata+containing+multicollinearity+and+outliers+and+to+compare+the+estimated+value%0D%0Awith+the+Ordinary+Least+Square+(OLS)+method.+The+results+of+this+study+indicate%0D%0Athat+PRM+is+better+at+handling+data+containing+multicollinearity+and+outliers+than%0D%0Athe+OLS+method+based+on+the+standard+error+and+MSE+values+obtained.+The%0D%0AHuman+Development+Index+data+from+Central+Java+Province+in+2020+is+influenced%0D%0Aby+the+expected+length+of+school%2C+the+average+length+of+school%2C+the+number+of%0D%0Ahospitals%2C+and+the+number+of+doctors+in+each+district%2Fcity+based+on+the+PRM%0D%0Amethod%2C+while+the+OLS+method+is+only+influenced+by+the+school+average+variable.%0D%0AKeyword+%3A+Partial+Robust-M+Regression+(PRM)%2C+Multicollinearity%2C+Outliers+data.%0D%0ARegresi+Partial+Robust-M+(PRM)+merupakan+suatu+metode+pendekatan+alternatif%0D%0Arobust+dari+regresi+Partial+Least+Square+(PLS)+yang+digunakan+sebagai+metode%0D%0Apenanganan+multikolinieritas+dan+data+pencilan+dalam+satu+kasus.+Tujuan+dari%0D%0Apenelitian+ini+adalah+untuk+mengetahui+performa+metode+Partial+Robust-M+dalam%0D%0Amengatasi+data+yang+mengandung+multikolinearitas+dan+pencilan+serta%0D%0Amembandingkan+nilai+dugaannya+dengan+metode+Ordinary+Least+Square+(OLS).%0D%0AHasil+dari+penelitian+ini+menunjukkan+bahwa+PRM+lebih+baik+dalam+menangani%0D%0Adata+yang+mengandung+multikolinearitas+dan+pencilan+dibandingkan+dengan%0D%0Ametode+OLS+berdasarkan+nilai+standard+error+dan+MSE+yang+didapat.+Data%0D%0AIndeks+Pembangunan+Manusia+(IPM)+Provinsi+Jawa+Tengah+tahun+2020%0D%0Adipengaruhi+oleh+harapan+lama+sekolah%2C+rata-rata+lama+sekolah%2C+jumlah+rumah%0D%0Asakit%2C+dan+jumlah+dokter+tiap+kabupaten%2Fkota+berdasarkan+metode+PRM%2C%0D%0Asedangkan+dengan+metode+OLS+hanya+dipengaruhi+oleh+variabel+rata-rata+sekolah.%0D%0AKata+Kunci%3A+Partial+Robust-M+(PRM)%2C+Multikolinearitas%2C+Data+pencilan&rft.publisher=Fakultas+Matematika+Ilmu+Pengatahuan+Alam&rft.date=2021&rft.type=Skripsi&rft.type=NonPeerReviewed&rft.format=text&rft.identifier=http%3A%2F%2Fdigilib.unila.ac.id%2F60168%2F1%2F1.%2520ABSTRAK%2520%2528ABSTRACT%2529%2520-%2520Rocket%2520Digital.pdf&rft.format=text&rft.identifier=http%3A%2F%2Fdigilib.unila.ac.id%2F60168%2F2%2F2.%2520SKRIPSI%2520FULL%2520-%2520Rocket%2520Digital_2.pdf&rft.format=text&rft.identifier=http%3A%2F%2Fdigilib.unila.ac.id%2F60168%2F3%2F3.%2520SKRIPSI%2520TANPA%2520BAB%2520PEMBAHASAN%2520-%2520Rocket%2520Digital_2.pdf&rft.identifier=++Tri+Dewi+Cahyani%2C+1717031085++(2021)+ANALISIS+REGRESI+BERGANDA+DENGAN+METODE+PARTIAL+ROBUST-M+DALAM+MENGATASI+MASALAH+MULTIKOLINEARITAS+DAN+PENCILAN.++Fakultas+Matematika+Ilmu+Pengatahuan+Alam%2C+UNIVERSITAS+LAMPUNG.+++++&rft.relation=http%3A%2F%2Fdigilib.unila.ac.id%2F60168%2F