: Consider that a random variable Y has the following density function, («y*-1 fG) =} 0a 0sys0 elsewhere where a is known, and satisfies a > 0, and 0 is an unknown parameter. Let Y, be an independent...


: Consider that a random variable Y has the following density function,<br>(«y*-1<br>fG) =} 0a<br>0sys0<br>elsewhere<br>where a is known, and satisfies a > 0, and 0 is an unknown parameter. Let Y, be an independent random variable from<br>the distribution f(y), with i=1,..,n<br>a) Calculate the bias for the estimator ê = Ỹ = 2 Y/n.<br>b) Calculate the mean square error of the estimator ô = Y = 2<br>c) Propose an unbiased estimator of 0 and show that it is unbiased.<br>

Extracted text: : Consider that a random variable Y has the following density function, («y*-1 fG) =} 0a 0sys0 elsewhere where a is known, and satisfies a > 0, and 0 is an unknown parameter. Let Y, be an independent random variable from the distribution f(y), with i=1,..,n a) Calculate the bias for the estimator ê = Ỹ = 2 Y/n. b) Calculate the mean square error of the estimator ô = Y = 2 c) Propose an unbiased estimator of 0 and show that it is unbiased.

Jun 02, 2022
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