Hypothesis Testing is one of the most important inferential tools in the application of statistics to real life problems. It’s used when we need to make decisions concerning populations, on the basis of only a sample. Statistical Hypothesis Testing is defined as assessing evidence provided by the data in favor of or against each hypothesis about the population.