Let's say we have a population of real numbers that are between -10 and 30. The values in the population most likely are not normally distributed but can be in any kind of distribution. The size of the population is infinite. Then we take 5 random samples from this population which are: -1.5, 3.3, 7.7, 12.3, 23.4. Now we'd like to estimate the mean of the population and the confidence interval of that estimated mean (using only these 5 samples and the knowledge that the values in the distribution are between -10 and 30). How would you go about doing this?
EDIT: I forgot to say that let's say we want to use 95% confidence level
EDIT: I forgot to say that let's say we want to use 95% confidence level