What is p-value in statistics?

It is a way of quantifying the strength of the evidence against the null hypothesis and in favors of the alternative. P-value quantifies how strongly the data favor HA over H0. It can be said to be a conditional probability. If H0 is true, then the probability of observing large sample mean will be low.[…]