Hypothesis Testing

Hypothesis testing is a statistical technique used to make inferences about a population based on a data sample. In hypothesis testing, we use sample data to test a claim about a population. The claim, also known as the null hypothesis ($H_0$), is compared against an alternative hypothesis ($H_1$). By applying statistical methods, we decide whether to accept or reject the null hypothesis based on the evidence from the sample.