Data Collectionhard
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A researcher wants to estimate the total population YY of a city using a ratio estimator Y^R=yˉxˉX\hat{Y}_R = \frac{\bar{y}}{\bar{x}} X. Given population size N=10,000N=10,000, sample size n=100n=100, sample mean yˉ=40\bar{y}=40, sample mean of auxiliary variable xˉ=25\bar{x}=25, and known population auxiliary mean Xˉ=30\bar{X}=30, what is the estimated population total Y^R\hat{Y}_R?