Re-Thinking of Data Acquisition Rates in the Era of Expensive Data

It is well known that the mean of a sample converges at a rate of $1/N$⁠, where N is the number of samples, assuming that are samples are statistically independent. This paper will show the impact of non-independent samples using real data as well as investigating the efficacy of methods to determine the effective number of samples with non-independent samples are acquired.