Hypotheses Test One Population P-Vales Questions Assignment
Excel functions Excel does not always have a straight-forward way of getting the test statistic and p- value for a one-sample test of hypotheses. The commands below should work. In each case replace data range with a valid Excel cell reference, e.g. A12:A37.
ï· Z-test ( known)
o To test: 0 : = 0 versus : > 0
ï§ =z.test(data range, 0, ) This finds the p-value of the testï§ =norm.s.inv(1pvalue) This finds the test statistic
o To test: 0 : = 0 versus : < 0
ï§ =1z.test(data range, 0, ) This finds the p-value of the testï§ =norm.s.inv(pvalue) This finds the test statistic
o To test: 0 : = 0 versus : 0ï§ =2*z.test(data range, 0, )
ï· If this value is less than 1, then it is the p-value. In this case the test statistic is given by =norm.s.inv(1(pvalue/2))
ï§ If the above value is greater than 1, then you must use the following command instead =2*(1z.test(data range, 0, ))
ï· In this case the test statistic is given by =norm.s.inv(pvalue/2)
ï· T-test ( unknown) Excel does not have a function to perform a one-sample t-test, but there is a work-around that will produce the needed output.
o Enter the actual data into column A. Enter copies of 0 into column B so that it's the same length as column A.
o From the menu select: Data Data Analysis t-Test: Paired Two Sample for Meanso Complete the necessary information in the dialog box.
ï§ Variable 1 Range = cell-reference to column A cellsï§ Variable 2 Range = cell-reference to column B cellsï§ Hypothesized Mean Difference = 0
o Position the output to the right of the data (e.g. cell D7). To make the output more readable, widen the columns by highlighting the columns then right-click column width 15.
o Before printing make sure the output will fit on one page. From the menu select: View Page Break Preview and drag the dashed page break so as to fit all the output onto one page.
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Problem 1 Biodiesel fuels are made from vegetable oils and animal fats and may be used instead of conventional diesel fuel. One advantage to using biodiesel is a possible decrease in regulated emissions, specifically total hydrocarbons (HC). Using the heavy-duty transient Federal Test Procedure (FTP), the mean HC emission is 0.23 g/hp-hr (grams per horsepower-hour) with standard deviation = 0.07. A random sample of heavy-duty engines was obtained, and each was tested with biodiesel fuel. The data is in the file Excel Homework 5 Problem 1. Suppose the underlying population is normal. Is there any evidence to suggest the use of biodiesel has decreased the mean level of HC emissions? Use = 0.05.
Create the Output [2 points]
ï· Download the data file from the Blackboard page for the course.
ï· Make your header enter your name and information into cells A1 to A5 (just as you did for theprevious Excel homework assignments).
ï· Use the appropriate Excel functions to get the test statistic and p-value for the test. Be sure tolabel the values appropriately.Questions write your answers to the following directly on your output. Be neat and label your answers.
(a) Give the null and alternative hypotheses. [1 point]
(b) Give the decision for the test. Write a conclusion that relates your decision to the context of theproblem. [2 points]
Problem 2 Most water parks use a recycling system so that the only water loss is due to evaporation and splashing. Despite a sophisticated recycling system, the Schlitterbahn Waterpark in New Braunfels, Texas, has informed the city water department of their need for 250,000 gallons of water per day. Thecity water department selected a random sample of days, and the park's water usage (in thousands ofgallons) on each day was recorded. The data is in the file Excel Homework 5 Problem 2. Is there any evidence to suggest the mean water usage is different from 250 (thousand gallons)? Assume the underlying population is normal and use = 0.05.
Create the Output [2 points]
ï· Download the data file from the Blackboard page for the course.
ï· Make your header enter your name and information into cells A1 to A5 (just as you did for theprevious Excel homework assignments).
ï· Use the appropriate Excel functions to get the test statistic and p-value for the test. Be sure tolabel the values appropriately.Questions write your answers to the following directly on your output. Be neat and label your answers.
(a) Give the null and alternative hypotheses suggested by the problem above. [1 point]
(b) Give the decision for the test. Write a conclusion that relates your decision to the context of theproblem. [2 points]
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