Statistics

Unlike probability theory—which starts with a known model and predicts possible outcomes—statistics works in the opposite direction. It observes data and attempts to infer the underlying probability mechanism that generated it. This inverse approach is essential for scientific research, data analysis, and building reliable models in uncertain environments.