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    Minimum Sample Size Required

    I am a total novice...I do hope you can help! 100,000 people usually shop in Store X. But, only 50,000 people shopped in Store X in Period Y. 10,000 people (of the 50,000) purchased Product Y. Purchase Rate = 20%. How confident am I in the results? And, what minimum sample size did I need in...