Statistic problems
Problem 1
| Problem 1 | ||||||||||||
| You work for a major Sporting Goods Retailer, and are responsible for evaluation of personnel. There are employees of different years of service “Less than 1 Year”, “1 to 2 Years”, “3 to 5 Years” and “Over 5 Years”. Management wants to investigate the “Invoicing Department” employee’s subjective evaluations by Department Managers. Managers had been required to turn in evaluations ranking employees by performance groups of, “Below Average”, “Average”, and “Above Average”. Assume you sampled data from 80 employee evaluations. | ||||||||||||
| We want to be 90% confident about the independence of "Managers Employee Ratings" with the different “Employee Years of Service”. Be prepared to answer questions about a hypothesis of your findings. Show your work. Make your calculations in this Excel spreadsheet and attach back to the blackboard location. | ||||||||||||
| Actual | Years of Service | |||||||||||
| Manager Ranking | Less Than 1 Year | 1 to 2 Years | 3 to 5 Years | Over 5 Years | ||||||||
| Average | 10 | 8 | 6 | 2 | ||||||||
| Outstanding | 8 | 8 | 8 | 8 | ||||||||
| Exceptional | 2 | 4 | 6 | 10 | ||||||||
| X2 Table | ||||||||||||
| Area in Upper Tail | ||||||||||||
| Degrees of Freedom | 0.995 | 0.99 | 0.975 | 0.95 | 0.9 | 0.1 | 0.05 | 0.025 | 0.01 | 0.005 | ||
| 1 | 0.0000 | 0.0002 | 0.0010 | 0.0039 | 0.0158 | 2.7055 | 3.8415 | 5.0239 | 6.6349 | 7.8794 | ||
| 2 | 0.0100 | 0.0201 | 0.0506 | 0.1026 | 0.2107 | 4.6052 | 5.9915 | 7.3778 | 9.2103 | 10.5966 | ||
| 3 | 0.0717 | 0.1148 | 0.2158 | 0.3518 | 0.5844 | 6.2514 | 7.8147 | 9.3484 | 11.3449 | 12.8382 | ||
| 4 | 0.2070 | 0.2971 | 0.4844 | 0.7107 | 1.0636 | 7.7794 | 9.4877 | 11.1433 | 13.2767 | 14.8603 | ||
| 5 | 0.4117 | 0.5543 | 0.8312 | 1.1455 | 1.6103 | 9.2364 | 11.0705 | 12.8325 | 15.0863 | 16.7496 | ||
| 6 | 0.6757 | 0.8721 | 1.2373 | 1.6354 | 2.2041 | 10.6446 | 12.5916 | 14.4494 | 16.8119 | 18.5476 | ||
| 7 | 0.9893 | 1.2390 | 1.6899 | 2.1673 | 2.8331 | 12.0170 | 14.0671 | 16.0128 | 18.4753 | 20.2777 | ||
| 8 | 1.3444 | 1.6465 | 2.1797 | 2.7326 | 3.4895 | 13.3616 | 15.5073 | 17.5345 | 20.0902 | 21.9550 | ||
| 9 | 1.7349 | 2.0879 | 2.7004 | 3.3251 | 4.1682 | 14.6837 | 16.9190 | 19.0228 | 21.6660 | 23.5894 | ||
| 10 | 2.1559 | 2.5582 | 3.2470 | 3.9403 | 4.8652 | 15.9872 | 18.3070 | 20.4832 | 23.2093 | 25.1882 | ||
| 11 | 2.6032 | 3.0535 | 3.8157 | 4.5748 | 5.5778 | 17.2750 | 19.6751 | 21.9200 | 24.7250 | 26.7568 | ||
| 12 | 3.0738 | 3.5706 | 4.4038 | 5.2260 | 6.3038 | 18.5493 | 21.0261 | 23.3367 | 26.2170 | 28.2995 | ||
| Show your work below this area. Then attach back to where you downloaded this spreadsheet in BlackBoard. |
Problem 2
| Problem 2 | |||||
| You work for a major Sporting Goods Retailer as a clothing buyer. You are considering developing a durable store brand of hunting clothes to market. Three different fabrics weaves (Denim, Twill, and Canvas) have been selected for testing. | |||||
| In order to test the durability the of these weaves, 5 different fiber blends were created. Each fabric weave was created in each of these fiber blends: 65 Pol/35 Cot, 45 Pol/35 Cot/20 Ray, 50 Cot/50 Pol, 75 Cot/25 Pol, 100 Cot. Each of the weaves by fiber blend was tested using a rub test (Martindale Abrasion Test). Each item was mechanically rubbed and when the fabric started to ware the test stopped and the number of rubs were recorded below. The design is randomized using two factors of weave and blend. Discussion was to block on different fiber blends, because the blend may have a different effect that cannot be controlled. We want to be 95% confident about our conclusions | |||||
| . | |||||
| Are the three fabrics equally durable? Be prepared to answer any questions concerning this problem. Make your calculations in this Excel spreadsheet and attach back to the blackboard location. | |||||
| # of Rubs in 000 | |||||
| Fiber | Denim | Twill | Canvas | ||
| 65/35 Poly/Cotton | 18 | 17 | 19 | ||
| 45/35/20 Poly/Cotton/Rayon | 12 | 13 | 15 | ||
| 50/50 Cotton/Poly | 19 | 20 | 18 | ||
| 75/25 Cotton/Poly | 20 | 21 | 19 | ||
| 100 Cotton | 25 | 24 | 22 | ||
| Show your work below this area. Then attach back to where you downloaded this spreadsheet in BlackBoard. |