Jan 8, 2025
Hi. Convergence to the normal limit is strongly governed by the relative size of the higher moments. For the CLT to work the mean and variance must exist, but a heavily skewed density, for example will take quite a bit longer to converge in distribution than an relatively unskewed distribution. It’s going to depend on your specific data.