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Guide to Using Excel For Basic Statistical Applications To Accompany Business Statistics: A Decision Making Approach, 6th Ed. Chapter 7: Estimating Population Values By Groebner, Shannon, Fry, & Smith Prentice-Hall Publishing Company Copyright, 2005
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Chapter 7 Excel Examples Interval Estimation - Interval Estimation - Nagel Beverage Company Interval Estimation - Interval Estimation - Heritage Software
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Interval Estimation- Nagel Beverage Company Issue: The manager is interested in estimating the mean fill amount in soft-drink cans. Ideal average is 12 ounces Objective: Use Excel to help construct a confidence interval estimate for population mean fill volume. Data file is Nagel-Beverage.xls
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Open File Nagel-Beverage.xls File contains sample data for 100 cans – last row is 101 Interval Estimation – Nagel Beverage
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First Step is to develop a histogram for the sample data. Define Bins (upper limit of each class) Interval Estimation – Nagel Beverage
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Click on Tools – then Data Analysis – then Histogram Interval Estimation – Nagel Beverage
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Complete the Histogram Wizard - Note, check Chart Output. Placing output on a new worksheet is optional. Interval Estimation – Nagel Beverage
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This is Excel’s default histogram – See the Capital Credit Union example in Chapter 2 for the specific steps to improve the histogram Interval Estimation – Nagel Beverage
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Distribution for the sample data – looks to be spread fairly evenly around 12 ounces. Need to compute a confidence interval estimate. Interval Estimation – Nagel Beverage
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Click on Tools – then Data Analysis – then Descriptive Statistics Interval Estimation – Nagel Beverage
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Define data range, output location and check Summary Statistics option and Confidence Level for Mean. Interval Estimation – Nagel Beverage
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95 % Confidence Interval = 12.09 +.0430 Margin of Error for 95% confidence interval Interval Estimation – Nagel Beverage
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Interval Estimation - Heritage Software Issue: The company has service representatives who answer calls from customers. The managers are interested in estimating the mean call time Objective: Use Excel to help construct a confidence interval estimate for population mean call time. Data file is Heritage.xls
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Open File Heritage.xls File contains sample data for 25 calls – last row is 26. Interval Estimation – Heritage Software
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Click on Tools – then Data Analysis – then Descriptive Statistics Interval Estimation – Heritage Software
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Define data range, output location and check Summary Statistics option and Confidence Level for Mean. Interval Estimation – Heritage Software
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95 % Confidence Interval = 7.088 + 1.915 Margin of Error for 95% confidence interval Interval Estimation – Heritage Software
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PHStat Option: Select PHStat tab, then Confidence Intervals – then Estimate for the Mean, sigma unknown Interval Estimation – Heritage Software
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Specify Confidence Level, data range, and title. Interval Estimation – Heritage Software
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PHStat results Interval Estimation – Heritage Software
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