[Math] Finding a 94% Confidence Interval for μ1 – μ2

statistics

Question :

A random sample of size n1 = 25, taken from a normal population with a
standard deviation σ1 = 5, has a mean1 = 80.

A second random sample of size n2 = 36, taken from a different normal
population with a standard deviation σ2 = 3, has a mean2 = 75.

Find a 94% confidence interval for μ1 – μ2.

Ans : 2.9 < μ1 - μ2 < 7.1

I tried this :
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Where does the wrong come?

Thank you for your help.

Best Answer

Hint: Let random variables $\bar{X}$ and $\bar{Y}$ be sample means from random samples drawn from our two distributions. Let $W=\bar{X}-\bar{Y}$. Then $W$ has mean $\mu_1-\mu_2$. So it is an unbiased estimator of $\mu_1-\mu_2$.

The random variable $W$ has normal distribution. The variance of $W$ is $\frac{25}{25}+\frac{9}{36}$.