The quadratic mean, also known as the root mean square (RMS), is a statistical measure of the magnitude of a set of numbers, calculated as the square root of the average of the squares of the numbers. It is particularly useful in contexts where values can be positive or negative, such as in physics and engineering, providing a measure of the average magnitude irrespective of direction.