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I am doing an Ap Probability and Statistics Final Project. I plan on testing whether or not the brand of the clothing affects people's decisions

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I am doing an Ap Probability and Statistics Final Project. I plan on testing whether or not the brand of the clothing affects people's decisions of liking the clothings. I plan on showing people two exact same color hoodie just one with a brand to test their preferences. My question for the project is \"does the brand of the clothing affect people's liking for clothings?" I plan on running a test inferring my collected SRS to the population. I have my treatment group (32 randomly selected students- rating brand clothing from 1-10) and control group (32 randomly selected students- rating the same exact clothing but non brand from 1-10). Then find the statistics of the two separate data and find the mean and standard deviation. My Ho: T=C and my Ha: T>C. - Should I use a T test for this? - What should I do to reduce bias while collecting the data? Will it be okay if I just go up to random people in different classes and ask them to rate? Does that satisfy the SRS and independence requirements for the T test (if it's the correct method)? - Should I use a 95% confidence level? - Should there be a p value or something like that, if so what might I put? Orjust the confidence level? - Should I use the (staterplanldo) method? - Does this need a graph or anything visual? Orjust the (statefplanrdm method

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