What is a sampling distribution? What do we know about the shape and characteristics of the sampling

Question:

What is a sampling What do we know about the shape and characteristics of the sampling for M, the sample mean?
Distribution
The word "distribution" has several meanings in the financial world, most of them pertaining to the payment of assets from a fund, account, or individual security to an investor or beneficiary. Retirement account distributions are among the most...