Final answer:
The t-distribution is bell-shaped and symmetric along zero, but it is not commonly known as the population mean.
Step-by-step explanation:
The correct answer is d. t distribution is commonly known as population mean.
The t-distribution is a probability distribution that is defined by the degrees of freedom, which is one less than the number of data items. It is bell-shaped and symmetric along zero, similar to the standard normal distribution. However, it is not commonly known as the population mean.