When two events are statistically Independent of each other, it means that knowing whether one of them occurs makes it neither more probable nor less probable that the other occurs. In other words, the occurrence of one event does not affect the outcome of the occurrence of the other event. When we are confident that two random variables are Independent, we are stating that the value of one of them does not yield any information about the value of the other.