Linear Extrapolation is a Method used to estimate the Value of a variable outside the range of Known data points by assuming that the Pattern observed within the data continues beyond the Known values. While it is a simple and often useful Predictive tool, it can lead to Significant inaccuracies if the Underlying trend is not truly linear or if there are Unaccounted external factors Influencing the data.