Sampling error

When observing scientific data, the samples observed may not be a representative sample from all possible samples. This is sampling error and is controlled by ensuring that, as much as possible, the samples taken have no systematic characteristics and are a true random sample from all possible samples. If the observations are a true random sample, statistics can make probablity estimates of the sampling error and allow the researcher to estimate what further experiments are neccessary to minimize it.