Breeding value estimation is a statistical approach used in genetics to predict the genetic potential of an individual as a parent, based on its own performance and the performance of its relatives. This estimation is crucial for selective breeding programs aimed at improving desirable traits in livestock, plants, or other organisms by choosing individuals with the highest predicted genetic merit.