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Summary The most general type of linear estimate is defined for a general sampling design. It is demonstrated that an unbiased linear estimate with least variance does not exist uniquely for the entire class of linear estimates. A slightly modified criterion for best estimate, with reference to certain given prior information is proposed. Some sampling designs have been analysed accordingly.
V. P. Godambe (Fri,) studied this question.