The Analysis of Biological Data
The Analysis of Biological Data
2nd Edition
ISBN: 9781936221486
Author: Michael C. Whitlock, Dolph Schluter
Publisher: W. H. Freeman
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Chapter 4, Problem 1PP

a)

To determine

To find standard deviation of given data.

a)

Expert Solution
Check Mark

Answer to Problem 1PP

The standard deviation is 15.95

Explanation of Solution

Given:

Data is,

112, 128, 108, 129, 125, 153, 155, 132, 137

Mean = 131.0 mm Hg and the variance = 254.5

Formula:

  Standard deviation=variance

Calculation:

Using formula,

  Standard deviation=254.5=15.95

b)

To determine

To find sample size of given data

b)

Expert Solution
Check Mark

Answer to Problem 1PP

The sample size is 9.

Explanation of Solution

Given:

Data is,

112, 128, 108, 129, 125, 153, 155, 132, 137

Mean = 131.0 mm Hg and the variance = 254.5

Calculation:

The sample size is a count of selected sample data values.

Therefore, here count is 9 hence sample size is n = 9.

c)

To determine

To find the standard error of the mean

c)

Expert Solution
Check Mark

Answer to Problem 1PP

The standard error of the mean = 5.32

Explanation of Solution

Given:

Data is,

112, 128, 108, 129, 125, 153, 155, 132, 137

Mean = 131.0 mm Hg and the variance = 254.5

Standard deviation s = 15.95 and Sample size = n = 9

Formula:

  Standard error=sn

Calculation:

Using formula,

  Standard error=15.959=5.32

d)

To determine

To find the approximate 95% confidence interval for mean

d)

Expert Solution
Check Mark

Answer to Problem 1PP

Lower limit = 120.4 mm Hg and upper limit = 141.6 mm Hg

Explanation of Solution

Given:

Data is,

112, 128, 108, 129, 125, 153, 155, 132, 137

Mean = 131.0 mm Hg and the variance = 254.5

Standard deviation s = 15.95 and Sample size = n = 9

Standard error = SE = 5.32

Formula:

  Lower limit = Mean  2×SEUpper limit = Mean + 2×SE

Calculation:

2 SE rule of thumb for approximate 95% confidence interval for mean is,

Population mean will be within Mean  2×SEand Mean + 2×SE

Therefore,

  Lower limit = 131  2×5.32=120.4mmHgUpper limit =131 + 2×5.32=141.6mmHg

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Hi, I need to make sure I have drafted a thorough analysis, so please answer the following questions. Based on the data in the attached image, develop a regression model to forecast the average sales of football magazines for each of the seven home games in the upcoming season (Year 10). That is, you should construct a single regression model and use it to estimate the average demand for the seven home games in Year 10. In addition to the variables provided, you may create new variables based on these variables or based on observations of your analysis. Be sure to provide a thorough analysis of your final model (residual diagnostics) and provide assessments of its accuracy. What insights are available based on your regression model?
I want to make sure that I included all possible variables and observations. There is a considerable amount of data in the images below, but not all of it may be useful for your purposes. Are there variables contained in the file that you would exclude from a forecast model to determine football magazine sales in Year 10? If so, why? Are there particular observations of football magazine sales from previous years that you would exclude from your forecasting model? If so, why?
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