Question 1: What is the standard error of a measurement?

The standard error of a measurement represents the uncertainty in an estimate of a population parameter (like the mean or standard deviation) based on a sample of data. It's a measure of how much the sample statistic (e.g., sample mean) might vary from the true population parameter.