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hello welcome to this lesson and mastering statistics here before we can do much much more complicated problems with hypothesis testing we need to get some practice with how to write the null hypothesis and the alternative the research hypothesis so all of these problems were not going to do the full hypothesis test but were going to get practice reading a real problem pulling out the information from the problem and writing the null hypothesis and writing the alternative or the research hypothesis and so when you get practice with that because thats always the very first step in all of these problems you have to be able to pull them information out write the hypothesis down and then in subsequent sections Im going to actually show you how to perform the full-blown test and decide whether to reject or fail to reject that null hypothesis so lets just jump right into problems a company has stated that their soda straw manufacturing machine makes straws that are on average 4 millimet