How To Avoid Manipulating Data Subconsciously: A P-Hacking Story 👀

P value is the probability that the results we are seeing are real and not by random chance. P-Hacking is a term used to describe the scientific manipulation of data to get the desired P value. All of us do this with our experiments, consciously or not. To prevent P-Hacking you need to understand 3 concepts - Multiple comparison, Power analysis and Conf…