What Does HDMR Stand For?

HDMR stands for High Dimensional Model Representation

High Dimensional Model Representation (HDMR) is a mathematical approach used for the analysis and representation of complex systems with numerous input variables. By decomposing the model into lower-dimensional components, HDMR facilitates the efficient estimation and visualization of high-dimensional functions, enabling researchers and engineers to gain insights into the relationships between inputs and outputs while reducing computational demands. This technique is particularly valuable in fields such as engineering, statistics, and machine learning, where understanding intricate interactions is essential for model development and decision-making.