?url_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Adc&rft.title=PENDUGA+KURVA+REGRESI+NONPARAMETRIK+LINEAR+DAN%0D%0ANONLINEAR+DENGAN+METODE+PRIESTLEY-CHAO%2C+NADARAYAWATSON%0D%0ADAN+METODE+FOURIER&rft.creator=ADELLA+FITRIA+MARLIN+%2C+1217031002&rft.subject=+&rft.subject=QA+Mathematics&rft.description=ABSTRAK%0D%0A%0D%0AJika+x+adalah+variabel+penjelas+dan+y+adalah+variabel+respon+dari+model+regresi+y%0D%0A%3D+f+(x)%2B+dimana+f+disebut+sebagai+kurva+regresi+atau+fungsi+regresi+yang+belum%0D%0Adiketahui+bentuknya+dan+adalah+peubah+acak+yang+saling+bebas+dengan+mean+0%0D%0Aand+varian+%CF%83%2C+maka+fungsi+f+dapat+diestimasi+dengan+pendekatan+parametrik+dan%0D%0Apendekatan+nonparametrik.+Dalam+tulisan+ini+digunakan+pendekatan%0D%0Anonparametrik.+Estimasi+fungsi+regresi+nonparametrik+dilakukan+berdasarkan+data%0D%0Apengamatan+dengan+menggunakan+teknik+pemulusan.%0D%0APenelitian+ini+bertujuan+untuk+menduga+kurva+regresi+menggunakan+metode%0D%0APriestley-Chao%2C+Nadaraya-Watson%2C+dan+metode+Fourier+pada+fungsi+regresi+linear%0D%0Adan+nonlinear+berdasarkan+nilai+kuadrat+tengah+galat+dan+bandwidth+optimal.%0D%0AHasil+penelitian+ini+menunjukkan+bahwa+metode+Priestley-Chao%2C+metode%0D%0ANadaraya-Watson%2C+dan+metode+Fourier+dapat+digunakan+dalam+mengestimasi%0D%0Afungsi+regresi+linear.+Sedangkan+pada+fungsi+regresi+nonlinear%2C+metode+Fourier%0D%0Alebih+baik+daripada+metode+Priestley-Chao+dan+metode+Nadaraya-Watson.%0D%0AKata+kunci%3A+Regresi+Nonparametrik%2C+Penduga+Priestley-Chao%2C+Penduga+Nadaraya-%0D%0AWatson%2C+Penduga+Deret+Fourier.%0D%0A%0D%0AABSTRACT%0D%0AIf+x+is+a+predictor+variable+and+y+is+a+response+variable+of+the+regression+model+y%0D%0A%3D+f+(x)+%2B+with+f+is+a+regression+curve+or+a+regression+function+which+not+yet+been%0D%0Aknown+and+is+independent+random+variable+with+mean+0+and+variance+%CF%83%2C+hence%0D%0Afunction+f+can+be+estimated+by+parametric+and+nonparametric+approach.+In+this%0D%0Apaper+function+f+is+estimated+by+nonparametric+approach.+The+estimation+of+curve%0D%0Aregression+is+done+by+smoothing+technique+based+on+observation+data.%0D%0AThis+study+aimed+to+estimated+regression+curve+using+Priestley-Chao%2C+Nadaraya-%0D%0AWatson+and+Fourier+method+for+linear+and+nonlinear+function+based+on+the+value%0D%0Aof+mean+square+error+and+optimal+bandwidth.%0D%0AThe+result+showed+that+Priestley-Chao%2C+Nadaraya-Watson+and+Fourier+method+can%0D%0Abe+used+to+estimate+linear+regression.+However+for+nonlinear+function%2C+Fourier%0D%0Amethod+is+better+than+Priestley-Chao+and+Nadaraya-Watson+method.%0D%0AKeywords%3A+Nonparametric+Regression%2C+Priestley-Chao+Estimator%2C+Nadaraya-%0D%0AWatson+Estimator%2C+Fourier+Series+Estimator.%0D%0A&rft.publisher=FAKULTAS+MATEMATIKA+DAN+ILMU+PENGETAHUAN+ALAM&rft.date=2016-12-15&rft.type=Skripsi&rft.type=NonPeerReviewed&rft.format=text&rft.identifier=http%3A%2F%2Fdigilib.unila.ac.id%2F24975%2F1%2FABSTRAK%2520%2528ABSTRACT%2529.pdf&rft.format=text&rft.identifier=http%3A%2F%2Fdigilib.unila.ac.id%2F24975%2F3%2FSKRIPSI%2520FULL.pdf&rft.format=text&rft.identifier=http%3A%2F%2Fdigilib.unila.ac.id%2F24975%2F2%2FSKRIPSI%2520TANPA%2520BAB%2520PEMBAHASAN.pdf&rft.identifier=++ADELLA+FITRIA+MARLIN+%2C+1217031002++(2016)+PENDUGA+KURVA+REGRESI+NONPARAMETRIK+LINEAR+DAN+NONLINEAR+DENGAN+METODE+PRIESTLEY-CHAO%2C+NADARAYAWATSON+DAN+METODE+FOURIER.++FAKULTAS+MATEMATIKA+DAN+ILMU+PENGETAHUAN+ALAM%2C+UNIVERSITAS+LAMPUNG.+++++&rft.relation=http%3A%2F%2Fdigilib.unila.ac.id%2F24975%2F