Abstract:Gaussian distribution, also called normal distribution, plays an important role in mathematics, statistics, physics, engineering etc. Inequalities on Gaussian distribution attract many attentions, in which a famous example is the Gaussian minimum conjecture. In this note, we show that this conjecture holds if and only if n=2.