Could someone please explain to me the relationship between variance and sample size. i know that when the sample is small the variance larger (hence, we use students t distribution when estimating small samples). but why exactly is this? i saw a question in a past paper, asking whether or not a large sample will have a smaller variance compared to a smaller sample and i was not sure how to answer. please help!