Can you tell us something about Statistical significance testing?

Statistical significance testing is a process used in statistical analysis to determine whether an observed effect or difference between two or more groups or variables is statistically significant or simply due to chance. The goal of statistical significance testing is to make an inference about a population parameter based on a sample statistic.