A Comparative Study of Generalized Classes of Estimators and Alternative Estimators in Regression Models Incorporating A Priori Information

Author(s)	Dr. Syed Qaim Akbar Rizvi
Country	India
Abstract	In this chapter we discuss the generalized classes of estimator in regression model with aprori information deals with develop generalized classes of estimators quassi minimax, mock minimax with small asymptotically and large asymptotically approaches, restricted regression model, mixed regression model. In this chapter we deal the generalized classes of estimator in regression model finally more efficient estimators of the classes than the existing ones under different criteria of choosing better estimators like expected loss or concentration probability.
Keywords	Generalized Classes of Estimators, A Priori Information, Restricted Regression Model, Mixed Regression Model, Concentration Probability, Estimator Efficiency, Mean Squared Error (MSE).
Field	Mathematics > Statistics
Published In	Volume 8, Issue 5, September-October 2026
Published On	2026-10-14

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