Some Estimators for a Linear Model With Random Coefficients
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The linear model given by is considered. The βk represent average responses of yt the dependent variable to unit changes in the independent variables, ztk. The vtk are independently distributed random errors. A number of consistent estimators of the coefficients, βk, and the variances of the errors are developed and a few properties of the estimators are noted. Further investigations of sampling properties are needed.
[1] G. Judge,et al. Inequality Restrictions in Regression Analysis , 1966 .
[2] Calyampudi R. Rao,et al. The theory of least squares when the parameters are stochastic and its application to the analysis of growth curves. , 1965, Biometrika.
[3] H. Chernoff. LARGE-SAMPLE THEORY: PARAMETRIC CASE' , 1956 .
[4] C. Hildreth. Point Estimates of Ordinates of Concave Functions , 1954 .