?url_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Adc&rft.title=METODE+PENDUGA+EMPIRICAL+BEST+LINEAR+UNBIASED%0D%0APREDICTION+DAN+SPATIAL+EMPIRICAL+BEST+LINEAR+UNBIASED%0D%0APREDICTION+PADA+PENDUGAAN+AREA+KECIL&rft.creator=Dhenty+Dwi+Oktafiani%2C+1517031187&rft.subject=QA+Mathematics&rft.description=The+National+Social+Economic+Survey+(SUSENAS)+conducted+by+the+Central%0D%0AStatistics+Agency+(BPS)+aims+to+determine+the+level+of+welfare+of+the+population%0D%0Ain+the+economic+field.+The+welfare+of+the+population+in+the+economic+field+can+be%0D%0Ameasured+by+per+capita+expenditure.+The+lack+of+information+in+estimating+per%0D%0Acapita+expenditure+makes+direct+estimates+unusable.+This+problem+can+be%0D%0Aovercome+by+using+a+small+area+estimation+by+adding+additional+information+about%0D%0Athe+number+of+births+of+the+population+which+has+a+significant+effect+on+per+capita%0D%0Aexpenditure.+The+Empirical+Best+Linear+Unbiased+Prediction+(EBLUP)+method+is%0D%0Aone+of+the+small+area+estimation+methods+used+in+continuous+data+by+substituting%0D%0Aunknown+variety+components+into+BLUP+estimators.+EBLUP+estimator+by%0D%0Aconsidering+the+spatial+influence+or+location+as+the+weighting+is+called+Spatial%0D%0AEBLUP+(SEBLUP).+The+method+used+to+estimate+the+parameters+in+the+EBLUP%0D%0Aand+SEBLUP+estimators+is+Restricted+Maximum+Likelihood+Estimation+(REML)%0D%0Aand+Generalized+Least+Square+(GLS).+In+this+study+the+quality+of+estimators+of%0D%0AEBLUP+and+SEBLUP+can+be+evaluated+with+Mean+Square+Error+(MSE).+The%0D%0Aresults+in+the+study+indicate+that+the+SEBLUP+estimator+produces+a+MSE+value%0D%0Athat+is+smaller+than+the+EBLUP+method+in+estimating+per+capita+expenditure.%0D%0AKeywords%3A+Small+Area+Estimation%2C+Empirical+Best+Linear+Unbiased+Prediction%2C%0D%0ARestricted+Maximum+Likelihood+Estimation%2C+Generalized+Least+Square%2C+Mean%0D%0ASquare+Error.%0D%0A%0D%0ASurvei+Sosial+Ekonomi+Nasional+(SUSENAS)+yang+dilakukan+oleh+Badan+Pusat%0D%0AStatistika+(BPS)+bertujuan+untuk+mengetahui+tingkat+kesejahteraan+penduduk+di%0D%0Abidang+ekonomi.+Kesejahteraan+penduduk+di+bidang+ekonomi+dapat+diukur%0D%0Adengan+pengeluaran+per+kapita.+Adanya+keterbatasan+informasi+dalam+menduga%0D%0Apengeluaran+perkapita+membuat+pendugaan+langsung+tidak+dapat+digunakan.%0D%0AMasalah+tersebut+dapat+diatasi+dengan+menggunakan+pendugaan+area+kecil+yaitu%0D%0Adengan+menambahkan+informasi+tambahan+mengenai+jumlah+kelahiran+penduduk%0D%0Ayang+berpengaruh+secara+signifikan+terhadap+pengeluaran+per+kapita.+Metode%0D%0AEmpirical+Best+Linear+Unbiased+Prediction+(EBLUP)+merupakan+salah+satu%0D%0Ametode+pendugaan+area+kecil+yang+digunakan+pada+data+kontinu+dengan%0D%0Amensubstitusikan+komponen+ragam+yang+tidak+diketahui+ke+dalam+penduga%0D%0ABLUP.+Penduga+EBLUP+dengan+memperhatikan+pengaruh+spasial+atau+lokasi%0D%0Asebagai+pembobotnya+disebut+dengan+Spasial+EBLUP+(SEBLUP).+Metode+yang%0D%0Adigunakan+untuk+menduga+parameter+pada+penduga+EBLUP+dan+SEBLUP+adalah%0D%0ARestricted+Maximum+Likelihood+Estimation+(REML)+dan+Generalized+Least%0D%0ASquare+(GLS).+Pada+penelitian+ini+kualitas+dari+penduga+parameter+EBLUP+dan%0D%0ASEBLUP+dapat+dievaluasi+dengan+Mean+Square+Error+(MSE).+Hasil+dalam%0D%0Apenelitian+menunjukkan+bahwa+penduga+SEBLUP+menghasilkan+nilai+MSE+yang%0D%0Alebih+kecil+dibandingkan+metode+EBLUP+dalam+menduga+pengeluaran+per+kapita.%0D%0AKata+kunci%3A+Pendugaan+Area+Kecil%2C+Empirical+Best+Linear+Unbiased+Prediction%2C%0D%0ARestricted+Maximum+Likelihood+Estimation%2C+Generalized+Least+Square%2C+Mean%0D%0ASquare+Error.&rft.publisher=FAKULTAS+MATEMATIKA+DAN+ILMU+PENGETAHUAN+ALAM&rft.date=2019-08-01&rft.type=Skripsi&rft.type=NonPeerReviewed&rft.format=text&rft.identifier=http%3A%2F%2Fdigilib.unila.ac.id%2F54614%2F1%2FABSTRAK-ABSTRACT.pdf&rft.format=text&rft.identifier=http%3A%2F%2Fdigilib.unila.ac.id%2F54614%2F2%2FSKRIPSI%2520FULL.pdf&rft.format=text&rft.identifier=http%3A%2F%2Fdigilib.unila.ac.id%2F54614%2F3%2FSKRIPSI%2520TANPA%2520BAB%2520PEMBAHASAN.pdf&rft.identifier=++Dhenty+Dwi+Oktafiani%2C+1517031187++(2019)+METODE+PENDUGA+EMPIRICAL+BEST+LINEAR+UNBIASED+PREDICTION+DAN+SPATIAL+EMPIRICAL+BEST+LINEAR+UNBIASED+PREDICTION+PADA+PENDUGAAN+AREA+KECIL.++FAKULTAS+MATEMATIKA+DAN+ILMU+PENGETAHUAN+ALAM%2C+UNIVERSITAS+LAMPUNG.+++++&rft.relation=http%3A%2F%2Fdigilib.unila.ac.id%2F54614%2F