Difference based liu estimator (DBL)
Difference based almost unbiased liu
estimator (DBAUL)
K-nearest neighbor smoother .
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Semiparametric methods combined parametric methods and nonparametric methods ,it is
important in most of studies which take in it's nature more progress in the procedure of
accurate statistical analysis which aim getting estimators efficient, the partial linear regression
model is considered the most popular type of semiparametric models, which consisted of
parametric component and nonparametric component in order to estimate the parametric
component that have certain properties depend on the assumptions concerning the parametric
component, where the absence of assumptions, parametric component will have several
problems for example multicollinearity means (explanatory variables are interrelated to each
other) , To treat this problem we use
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