Please provide an example of both a Type I Error and Type II Error and discuss these types of errors. Why is it that increasing the sample size reduces the probability of a Type II error to an acceptable level?   Your answer must be substantive, which usually requires 300 words Your answer must be well written and well organized Your answer must include one properly formatted APA in-text citation to a scholarly reference. The full reference must be provided at the end of your answer with a link if one is available.Textbook(s) Required: EMC Education Service (Eds). (2015) Data Science and Big Data Analytics: Discovering, Analyzing, Visualizing, and Presenting Data, Indianapolis, IN: John Wiley & Sons, Inc. ISBN: 9781118876138 – chapter 3