Guide to Using Minitab 14 For Basic Statistical Applications To Accompany Business Statistics: A Decision Making Approach, 6th Ed. Chapter 10: Estimation and Hypothesis Testing for Two Population Parameters By Groebner, Shannon, Fry, & Smith Prentice-Hall Publishing Company Copyright, 2008
Chapter 10 Minitab Examples Hypothesis Tests – Two Means SUV Mileage Hypothesis Testing – Two Proportions Pomona Fabrications
Hypothesis Test – Two Means SUV Vehicle Mileage Issue: A national car rental agency wishes to test whether SUV vehicles have different mean city mileage versus highway mileage. The premise is that mean highway mileage will exceed mean city mileage Objective: Use Minitab to help test the hypothesis for the difference in population means. Data file is Mileage.MTW
Hypothesis Test – SUV Vehicle Mileage Open the file Mileage.MTW. The null and alternative hypothesis to be tested are:
Hypothesis Test – SUV Vehicle Mileage After clicking on Graph, select Boxplot for visual check of normality assumptions
Hypothesis Test – SUV Vehicle Mileage Select Multiple Y’s - Simple
Hypothesis Test – SUV Vehicle Mileage Select variables to graph
Hypothesis Test – SUV Vehicle Mileage Resulting Boxplots
Hypothesis Test – SUV Vehicle Mileage Go to Stat, click on Basic Statistics, then 2-Sample t
Hypothesis Test – SUV Vehicle Mileage Specify variables for analysis and check Assume equal variances, then click on Options
Hypothesis Test – SUV Vehicle Mileage Specify confidence level, hypothesized mean, and form of the alternative
Hypothesis Test – SUV Vehicle Mileage Hypothesis Test results. Since t-value = 2.52 is associated with a p-value of 0.007, reject the null hypothesis
Hypothesis Testing – Two Proportions - Pomona Manufacturing Issue: The research and development department needs to determine whether the new, redesigned motor-heater is more reliable than the current unit. Objective: Use Minitab to help conduct a hypothesis test about the difference between two population proportions. No data is required for this test.
Hypothesis Testing – Pomona Manufacturing Click on Stat – then Basic Statistics – then 2 Proportions.
Hypothesis Testing – Pomona Manufacturing Choose Summarized data, enter Sample Size and Number of Successes for each population. Click on options.
Hypothesis Testing – Pomona Manufacturing Indicate the Confidence Level (1- α), the Hypothesized Difference, and the alternative hypothesis. Check “Use Pooled estimate….
Hypothesis Testing – Pomona Manufacturing The Lower Tail Test shows the null hypothesis should be rejected.