RIDGE-MM SEBAGAI SALAH SATU METODE REGRESI RIDGE YANG ROBUST TERHADAP DATA PENCILAN

Sudartianto Sudartianto; Nono Suwarno; Ahmad Taofik

RIDGE-MM SEBAGAI SALAH SATU METODE REGRESI RIDGE YANG ROBUST TERHADAP DATA PENCILAN

Sudartianto Sudartianto^(1*), Nono Suwarno⁽²⁾, Ahmad Taofik⁽³⁾

(1) JurusanStatistika FMIPA-UNPAD, Indonesia
(2) Fapet UNPAD, Indonesia
(3) Jurusan Agrotek UIN, Indonesia
(*) Corresponding Author

Abstract

In regression analysis, least squares method used adjuster, which is used to
estimate the regression parameters, contains a lot of weaknesses, if there is data in the multikolinieritas especially coupled with the outliers. To overcome these weaknesses ridge-MMregression method is used. Ridge-MM regression method is a modification of the ridge regression method is based on the MM-estimator.

Keywords

Multicollinearitas; outliers; ridge regression; robust regression

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References

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