Questions: If the mean of a random variable X is 55, what will be the mean of the sampling distribution of the sample mean?
μx̄ = □
Transcript text: (b) If the mean of a random variable X is 55 , what will be the mean of the sampling distribution of the sample mean?
\[
\mu_{\overline{\mathrm{x}}}=\square
\]
Solution
Solution Steps
To find the mean of the sampling distribution of the sample mean, we use the property that the mean of the sampling distribution of the sample mean is equal to the mean of the population from which the samples are drawn. Therefore, if the mean of the random variable \( X \) is 55, then the mean of the sampling distribution of the sample mean is also 55.
Step 1: Identify the Given Information
We are given that the mean of a random variable \( X \) is 55. This is denoted as \( \mu_X = 55 \).
Step 2: Apply the Property of the Sampling Distribution
The mean of the sampling distribution of the sample mean, denoted as \( \mu_{\overline{X}} \), is equal to the mean of the population from which the samples are drawn. Therefore, \( \mu_{\overline{X}} = \mu_X \).
Step 3: Calculate the Mean of the Sampling Distribution
Since \( \mu_X = 55 \), it follows that \( \mu_{\overline{X}} = 55 \).
Final Answer
The mean of the sampling distribution of the sample mean is \(\boxed{55}\).