Question

Does minimal sufficient statistics implies complete? If true prove it, otherwise give an example

Does minimal sufficient statistics implies complete? If true prove it, otherwise give an example

Homework Answers

Answer #1

Explanation

Bahadur's theorem says that every bounded complete sufficient statistics is also minimal sufficient.Since any minimal sufficient statistics by definition is afunction of any sufficient statistics, thus if a complete sufficient statistics exists, that minimal sufficient statistic must be a function of it and is therefore complete sufficient too..

Proof:-

A sufficient statistic T: X tends to T is minimal sufficient if for any..if we show that U(x) =U(y) implies y belongs to D(x) , then it follows that U(x)= U (y)

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