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a sequence of objects or individuals collected from a larger (possibly infinite) population or process.

1 vote

Finding the sample space of an experiment

This concept is unnecessary in the definition of the sample space. … In the case of a finite sample space the sigma-algebra is typically $2^\Omega$, so slipping into events is natural, but unnecessary, and probably prone to mistakes. …
Antoni Parellada's user avatar
1 vote

Sample size of sampling distribution of the sample mean

As @Antoine R pointed out the idea is that sample means provide an unbiased estimate of the population mean. … If we could sample unlimited samples of one single observation (or subject) (n = 1) we would reproduce the entire population, and its exact mean. …
Antoni Parellada's user avatar
0 votes

sample size calculation for obtaining coin fairness

I've been thinking about the Bayesian approach, but I believe now that it may end up being more theoretical or academic than intended in this very particular instance. I wonder if what you are after …
Antoni Parellada's user avatar
1 vote
Accepted

Regarding sample mean as a random variable?

The sample mean. This is another random variable - a statistic on the sample. … The sample mean is just a statistic tying this answer to the more rigorous post by @fcop. …
Antoni Parellada's user avatar
20 votes
Accepted

What is the difference between random variable and random sample?

A random variable, $X:\Omega \rightarrow \mathbb R$, is a function from the sample space to the real line. … A group of such experiments would constitute a sample: "In statistics, a simple random sample is a subset of individuals (a sample) chosen from a larger set (a population)." …
Antoni Parellada's user avatar