Confidence intervals are a statistical tool used to estimate the range within which a particular parameter, such as the mean size of nanoparticles, is expected to lie with a certain level of confidence. In the context of nanotechnology, confidence intervals provide a way to quantify the uncertainty in measurements and experimental results.