Tuesday

January 27, 2015

January 27, 2015

Posted by **Trisha** on Wednesday, August 19, 2009 at 7:58pm.

and email me back

skylerbloo at netscape . net

The assignment is in three parts:

1. An analytic section that you will submit as an Excel spread sheet

2. A PowerPoint presentation of 3 to 5 slides.

3. A narrative section that you will submit as a two to three page Word document

First, read the business case and identify the business decisions that need to be made. Then, using the case datasheet, perform a statistical analysis of the data and obtain the required statistics. Submit your analysis as an Excel spreadsheet. Your spreadsheet will contain numerical data. You will then submit a PowerPoint file to showcase graphical information. Finally, in a narrative of about two to three pages, describe the business situation and the decisions that the business must make. Explain, based on your findings, a recommended course of action for the business. Refer to the statistics you calculated and the graphs you created in the spreadsheet. Submit your narrative as a Word document.

The ThermoStar Case

ThermoStar has been producing residential thermostats for over 50 years.

Looking over the past 20 quarters (5 years) of the different product lines, the general manager has been trying to get a handle on sales, costs, and production, and has asked for your help.

Answer the following using Excel and refer to your datasheet.

1. Calculate the descriptive statistics (summary statistics) for total sales (in K units), and report the mean, median, and standard deviation.

2. Using the unit data by product line, compile a breakdown of sales by product. Also, show the expected sales by product for 100,000 total units.

3. ThermoStar tests thermostats so they are calibrated with a mean of 70 degrees, with an associated standard deviation of 2 degrees. Given this mean and standard deviation what percentage of thermostats will test below the inspector’s cutoff value and thus need to be recalibrated? (See the data sheet for the cutoff and assume that the test results are normally distributed.)

4. A sample of 40 employees showed the average time spent in training per year to be 40 hours, with the associated standard deviation as noted in the datasheet. Construct a 95 percent confidence interval for the training program.

5. Do a simple regression for the total costs. Report the regression equation, as well as the R2 and t-statistic. Is this model suitable for business decision making? Explain why. (Hint: copy and paste special, transpose the data into columns, then run the regression tool.)

- Business Analytics statistics -
**Trisha**, Wednesday, August 19, 2009 at 8:17pmSorry here is the only information I have to go on.

Final Project Spreadsheet -- Master Worksheet

Sales and Cost Data

Quarter 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 Total

Product Line (K Units)

Alpha 5 5 8 10 11 11 12 11 12 9 12 11 11 11 13 12 13 14 15 12 218

Beta 11 14 3 12 12 12 8 10 12 11 11 9 9 8 9 9 13 9 10 11 203

Gamma 4 8 7 4 4 6 9 3 5 6 8 3 8 9 3 3 4 5 5 3 107

Total Sales (K Units) 20 27 18 26 27 29 29 24 29 26 31 23 28 28 25 24 30 28 30 26 528

Total Sales $M 2.00 2.70 1.80 2.60 2.70 2.90 2.90 2.40 2.90 2.60 3.10 2.30 2.80 2.80 2.50 2.40 3.00 2.80 3.00 2.60 52.8

Total Costs $M 1.00 1.35 0.90 1.30 1.35 1.45 1.45 1.20 1.45 1.30 1.55 1.15 1.40 1.40 1.13 1.08 1.35 1.26 1.35 1.17 25.585

Quality Data

Mean 70

Standard Deviation 2

Cuttoff 65

Training Data

Mean Hours 40

Standard Deviation 5

Employees in Sample 40

- Business Analytics statistics -
**Ms. Sue**, Wednesday, August 19, 2009 at 8:26pmSince we Jiskha tutors have no connection with any school, we have no access to "Final Project Spreadsheet -- Master Worksheet."

I don't think any of us has a background in business analytical statistics.

Please note that we do not email answers.

- Business Analytics statistics -
**Trisha**, Wednesday, August 19, 2009 at 8:33pmHi

Is there a way for me to post the master worksheet? For you

- Business Analytics statistics -
**Trisha**, Wednesday, August 19, 2009 at 8:42pmFinal Project Spreadsheet -- Master Worksheet

Sales and Cost Data

Quarter 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 Total

Product Line (K Units)

Alpha 5 5 8 10 11 11 12 11 12 9 12 11 11 11 13 12 13 14 15 12 218

Beta 11 14 3 12 12 12 8 10 12 11 11 9 9 8 9 9 13 9 10 11 203

Gamma 4 8 7 4 4 6 9 3 5 6 8 3 8 9 3 3 4 5 5 3 107

Total Sales (K Units) 20 27 18 26 27 29 29 24 29 26 31 23 28 28 25 24 30 28 30 26 528

Total Sales $M 2.00 2.70 1.80 2.60 2.70 2.90 2.90 2.40 2.90 2.60 3.10 2.30 2.80 2.80 2.50 2.40 3.00 2.80 3.00 2.60 52.8

Total Costs $M 1.00 1.35 0.90 1.30 1.35 1.45 1.45 1.20 1.45 1.30 1.55 1.15 1.40 1.40 1.13 1.08 1.35 1.26 1.35 1.17 25.585

Quality Data

Mean 70

Standard Deviation 2

Cuttoff 65

Training Data

Mean Hours 40

Standard Deviation 5

Employees in Sample 40

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