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Two-stage estimate of the parameters in seemingly unrelated regression model

Jun S. Liu

1999Computer Science被引 4

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摘要

For a general model of seemingly unrelated regression (SUR) , this paper proposes a two-stage estimate of the parameters based on the covariance-improved approach due to Rao. Some advantages of this estimate include the conciseness of expression and the efficiency in making use of the sample information. Assume that the errors have normal distributions, the exact expression of the covanance matrix of the estimate is obtained and the superiority over the LSE (least squares estimate) is shown under some condition but without any constraint on the design matrix.

引用本文(GB/T 7714)

Jun S. Liu. Two-stage estimate of the parameters in seemingly unrelated regression model[J]. 未知来源, 1999.

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