?url_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Adc&rft.title=ESTIMASI+MODEL+REGRESI+SEMIPARAMETRIK%0D%0AMENGGUNAKAN+PENDUGA+NADARAYA-WATSON%0D%0ADENGAN+KERNEL+EPANECHNIKOV&rft.creator=Resti+Novalia%2C+1517031090&rft.subject=QA+Mathematics&rft.description=Estimasi+model+regresi+semiparametrik+adalah+estimasi+yang+menggabungkan+model%0D%0Aregresi+parametrik+dan+nonparametrik.+Variabel+independen+yang+memenuhi+asumsi%0D%0Aparametrik+dapat+diprediksi+dengan+metode+kuadrat+terkecil%2C+sedangkan+yang+tidak%0D%0Amemenuhi+asumsi+parametrik+dapat+diduga+oleh+metode+nonparametrik.+Tujuan+dari%0D%0Apenelitian+ini+adalah+untuk+menganalisis+model+regresi+semiparametrik+dengan%0D%0Amenggunakan+estimator+kernel+epanechnikov+dari+kasus+demam+berdarah+dan+data%0D%0Asimulasi.+Pemilihan+bandwidth+optimal+akan+menghasilkan+kurva+regresi+yang+mulus%0D%0Aestimasi+sesuai+dengan+pola+data.+Pemilihan+bandwidth+optimal+ditentukan%0D%0Aberdasarkan+kriteria+nilai+GCV+minimum.+Hasil+dari+penelitian+ini+menunjukkan%0D%0Abahwa+model+regresi+semiparametrik+dengan+kernel+epanechnikov+dapat%0D%0Amengestimasi+data+asli+dan+data+simulasi+dengan+sangat+baik.%0D%0AKata+Kunci%3A+Regresi+Semiparametrik%2C+Kernel%2C+Bandwidth%2C+GCV%0D%0ASemiparametric+regression+model+is+an+estimation+that+combines+both+parametric%0D%0Aand+nonparametric+regression+model.+Independent+variables+that+satisfy+parametric%0D%0Aassumptions+can+be+predicted+by+least+square+method%2C+whereas+that+does+not+meet+the%0D%0Aparametric+assumptions+is+estimated+by+the+method+nonparametric.+This+study+aims+to%0D%0Aanalyze+semiparametric+regression+model+using+epanechnikov+kernel+estimator+with%0D%0Adengue+fever+case+and+simulated+data.+Selection+of+the+optimal+bandwidth+will%0D%0Aproduce+a+smooth+regression+curve+estimation+in+accordance+with+the+pattern+data.%0D%0ASelection+of+the+optimum+bandwidth+is+determined+based+on+the+criteria+that+the%0D%0Aminimum+value+of+GCV.+The+result+shows+that+semiparametric+regression+model+with%0D%0Aepanechnikov+kernel+is+able+to+estimate+the+real+and+simulated+data+very+well.%0D%0AKeywords%3A+Semiparametric+Regression%2C+Kernel%2C+Bandwidth%2C+GCV&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%2F54852%2F1%2FABSTRAK.pdf&rft.format=text&rft.identifier=http%3A%2F%2Fdigilib.unila.ac.id%2F54852%2F2%2FSKRIPSI%2520FULL.pdf&rft.format=text&rft.identifier=http%3A%2F%2Fdigilib.unila.ac.id%2F54852%2F3%2FSKRIPSI%2520TANPA%2520BAB%2520PEMBAHASAN.pdf&rft.identifier=++Resti+Novalia%2C+1517031090++(2019)+ESTIMASI+MODEL+REGRESI+SEMIPARAMETRIK+MENGGUNAKAN+PENDUGA+NADARAYA-WATSON+DENGAN+KERNEL+EPANECHNIKOV.++FAKULTAS+MATEMATIKA+DAN+ILMU+PENGETAHUAN+ALAM%2C+UNIVERSITAS+LAMPUNG.+++++&rft.relation=http%3A%2F%2Fdigilib.unila.ac.id%2F54852%2F