Why You Should Prefer Confidence Interval over p-value

Communicating Results of Your Statistical Analysis

The journey of an analyst in the world of data science, fundamentally, consists of three phases: learning, doing, and presenting. These phases are not necessarily linear; of course, most of us go back and forth. Which of these three phases do you perceive to be the most difficult one?

Personally, I think the third one is the most complicated. Surely the earlier two phases have enough challenges; however, …

confidence confidence-interval data analysis data science interval machine learning p-value statistics value