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John, an experienced Airbnb host claims that true average rental price per night for a shared room in lower east side of Manhattan is $100.
John, an experienced Airbnb host claims that true average rental price per night for a shared room in lower east side of Manhattan is $100. A sample of n=15 shared room rentals from the neighborhood yields a sample average price per night of $85 with a standard deviation $17 (source: Kaggle.com).
Suppose the distribution of price per night is normally distributed. Is there sufficient evidence to believe that average price per night for a shared room in Manhattan's lower east side is less than what John claims? (Use 5% significance level)?
- Clearly state the null and alternative hypothesis to answer the above research question. Define any parameters you may use.
- Check the conditions that needs to be satisfied in order to do the test you stated in part 1.
- Calculate the test statistic
- Calculate the p value for the test. You may use MINITAB to get the numerical value of the p value. However, you MUST clearly state the p value as a probability statement.
- What is the rejection region for the test?
- Write the final conclusion in the context of the problem.
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