ON THE STOCHASTIC RESTRICTED LIU-TYPE MAXIMUM LIKELIHOOD ESTIMATOR IN LOGISTIC REGRESSION MODEL
Küçük Resim Yok
Tarih
2019
Yazarlar
Dergi Başlığı
Dergi ISSN
Cilt Başlığı
Yayıncı
Ankara Univ, Fac Sci
Erişim Hakkı
info:eu-repo/semantics/openAccess
Özet
In order to overcome multicollinearity, we propose a stochastic restricted Liu-type maximum likelihood estimator by incorporating Liu-type maximum likelihood estimator to the logistic regression model when the linear restrictions are stochastic. We also discuss the properties of the new estimator. Moreover, we give a method to choose the biasing parameter in the new estimator. Finally, a simulation study is given to show the performance of the new estimator.
Açıklama
Anahtar Kelimeler
Liu-Type Maximum Likelihood Estimator, Stochastic Restricted Liu-Type Maximum Likelihood Estimator, Multicollinearity
Kaynak
Communications Faculty Of Sciences University Of Ankara-Series A1 Mathematics And Statistics
WoS Q Değeri
Scopus Q Değeri
Cilt
68
Sayı
1
