?url_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Adc&rft.title=PERBANDINGAN+METODE+IMPUTASI%3A+METODE+MEAN+DAN+METODE%0D%0A%0D%0AK+NEAREST+NEIGHBOR+(KNN)+UNTUK+MENGATASI%0D%0ADATA+HILANG+PADA+DATA+SURVEI&rft.creator=DESY+NUR+FITRIANA+MURJITO%2C+Desy+Nur+Fitriana+Murjito&rft.subject=510+Matematika&rft.description=One+of+the+problems+in+survey+is+often+experienced+is+there+are+some+units+that+do+not%0D%0Arespond+to+some+of+the+questions+so+that+it+makes+data+are+incomplete+or+data+are%0D%0Amissing.+Imputation+method+is+one+of+the+ways+to+overcome+the+missing+data.+Mean%0D%0Aimputation+and+K+Nearest+Neighbor+Imputation+are+two+method+that+can+be+used+to%0D%0Athis+research.+The+purpose+of+the+research+is+to+compare+the+imputation+method+to%0D%0Aestimate+the+missing+data+with+Mean+Imputation+and+K+Nearest+Neighbor+(KNN)%0D%0AImputation+and+search+which+method+is+better+among+two+methods.+Based+on%0D%0Asimulation+study+with+1000+replication+KNN+Imputation+method+has+a+smaller+the%0D%0Aaverage+value+of+Mean+Square+Error+(MSE)+and+Mean+Absolute+Percentage+Error%0D%0A(MAPE)+than+Mean+Imputation.+Therefore%2C+it+is+concluded+that+KNN+Imputation%0D%0Amethod+is+better+than+Mean+Imputation+Method.%0D%0AKeywords+%3A+Missing+Data%2C+Imputation%2C+Mean+Imputation%2C+K+Nearest+Neighbor%0D%0AImputation%2C+Mean+Square+Error%2C+Mean+Absolute+Percentage+Error%0D%0AOne+of+the+problems+in+survey+is+often+experienced+is+there+are+some+units+that+do+not%0D%0Arespond+to+some+of+the+questions+so+that+it+makes+data+are+incomplete+or+data+are%0D%0Amissing.+Imputation+method+is+one+of+the+ways+to+overcome+the+missing+data.+Mean%0D%0Aimputation+and+K+Nearest+Neighbor+Imputation+are+two+method+that+can+be+used+to%0D%0Athis+research.+The+purpose+of+the+research+is+to+compare+the+imputation+method+to%0D%0Aestimate+the+missing+data+with+Mean+Imputation+and+K+Nearest+Neighbor+(KNN)%0D%0AImputation+and+search+which+method+is+better+among+two+methods.+Based+on%0D%0Asimulation+study+with+1000+replication+KNN+Imputation+method+has+a+smaller+the%0D%0Aaverage+value+of+Mean+Square+Error+(MSE)+and+Mean+Absolute+Percentage+Error%0D%0A(MAPE)+than+Mean+Imputation.+Therefore%2C+it+is+concluded+that+KNN+Imputation%0D%0Amethod+is+better+than+Mean+Imputation+Method.%0D%0AKeywords+%3A+Missing+Data%2C+Imputation%2C+Mean+Imputation%2C+K+Nearest+Neighbor%0D%0AImputation%2C+Mean+Square+Error%2C+Mean+Absolute+Percentage+Error&rft.publisher=MATEMATIKA+DAN+ILMU+PENGETAHUAN+ALAM&rft.date=2021&rft.type=Skripsi&rft.type=NonPeerReviewed&rft.format=text&rft.identifier=http%3A%2F%2Fdigilib.unila.ac.id%2F61069%2F1%2FAbstrak_Desy%2520Nur%2520Fitriana%2520Murjito_1717031042%2520-%2520Desy%2520N%2520Fitriana.pdf&rft.format=text&rft.identifier=http%3A%2F%2Fdigilib.unila.ac.id%2F61069%2F3%2FSkripsi%2520Full_Desy%2520Nur%2520Fitriana%2520Murjito_1717031042%2520-%2520Desy%2520N%2520Fitriana.pdf&rft.format=text&rft.identifier=http%3A%2F%2Fdigilib.unila.ac.id%2F61069%2F4%2FSkripsi%2520Full%2520Tanpa%2520Pembahasan_Desy%2520Nur%2520Fitriana%2520Murjito%2520_1717031042%2520-%2520Desy%2520N%2520Fitriana.pdf&rft.identifier=++DESY+NUR+FITRIANA+MURJITO%2C+Desy+Nur+Fitriana+Murjito++(2021)+PERBANDINGAN+METODE+IMPUTASI%3A+METODE+MEAN+DAN+METODE+K+NEAREST+NEIGHBOR+(KNN)+UNTUK+MENGATASI+DATA+HILANG+PADA+DATA+SURVEI.++MATEMATIKA+DAN+ILMU+PENGETAHUAN+ALAM%2C+UNIVERSITAS+LAMPUNG.+++++&rft.relation=http%3A%2F%2Fdigilib.unila.ac.id%2F61069%2F