4) A store owner wants to find out if the customer satisfactory rating (1 being the lowest and 5 being the highest) affects the selling power of the store. Listed below is the customer satisfactory rating of the year and its corresponding sale (in thousands): 4.3 Satisfactory Rating Sales 154 3.33 133 4.21 180 3.89 190 4.0 200
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- Perkins Company has been experiencing lost sales and high returns recently, so they decided to undertake a comprehensive quality program. Here are factors being considered: Finished products need to be inspected before shippingEstimated cost: $45,000 Production equipment needs upgradingEstimated cost: $400,000 Perkins knows that if it undertakes this program, it will be able to reduce warranty repair costs by $25,000. They also know they will be able to avoid lost profits by retaining customers, but they cannot quantify that benefit with any degree of precision. Should Perkins go ahead with the quality program? A) Yes, they should, regardless of any other considerations. B) No, they should not. C) They should, only if the benefit of avoiding lost profits is estimated to be over $420,000. D) They should, only if the benefit of avoiding lost profits is estimated to be over $445,000.Deborah Kellogg buys Breathalyzer test sets for the Denver Police Department. The quality of the test sets from her two suppliers is indicated in the following table: percent defective probability for winter park probability for technology dayton enterprise 1% 0.65 0.25 3% 0.25 0.25 5% 0.10 0.50 For example the probability of getting a batch of tests that are 1% defective from Winter park technology is 0.65. Because Kellogg orders 10,000 tests per order, this would mean there is a 0.65 probability of getting 100 defective tests out of the 10,000 tests if Winter park technology is used to fill the order. A defectice breathalyzer test can be repaired for $0.50. Although the quality of the…Letz Products has two decisions to make, with the second decision dependent on the outcome of the first. The company intends to build a new plant. Letz has the option of conducting its own marketing research survey for which the results will either be positive or negative. The information from this survey could help it decide whether to build a large plant, to build a small plant, or not to build at all. Letz recognizes that although such a survey will not provide it with perfect information, it may be extremely helpful. Using figure 1 – explain to your client (Letz) what the above decision tree shows. You are required to show all working.
- An auditor used regression analysis to evaluate the relationship between utility costs andmachine hours. The following information was developed using a computer softwareprogram: Intercept 2,050 Standard error of estimate 200Regression 0.825 Number of observations 36Correlation coefficient 0.800 How much is the utility cost if the company’s 10 machines will use 2,400 hours next month?a. ₱3,830b. ₱3,970c. ₱4,030d. ₱4,050The Nitro Fertilizer Company is developing a newfertilizer. If Nitro markets the product and it is successful,the company will earn a $50,000 profit; if it is unsuccessful,the company will lose $35,000. In the past, similar productshave been successful 60% of the time. At a cost of $5,000,the effectiveness of the new fertilizer can be tested. If thetest result is favorable, there is an 80% chance that thefertilizer will be successful. If the test result is unfavorable,there is only a 30% chance that the fertilizer will besuccessful. There is a 60% chance of a favorable test resultand a 40% chance of an unfavorable test result. DetermineNitro’s optimal strategy. Also find EVSI and EVPI.When performing sales mix analysis , which one of the following is false : a. Producing and selling more units of the product with a higher contribution margin would likely decrease the breakeven point b. Making changes to the sales mix will likely cause a change in the breakeven point c. The sales mix is usually assumed to be remain the same . d. Shifting the sales mix to the product with a lower contribution margin will likely ncrease the overall contribution margin e. Normally the calculation of the breakeven point for multiproduct is more complicated than that for a single product
- Jon is preparing a newsletter to his clients. As part of his newsletter, he reports their economic outlook for the coming year. He samples 85 of his clients, and they report that they expect to hire 7.8 new employees during the coming year. Last year all of his clients averaged 6.3 hires with a standard deviation of 4.0. Jon wants to know if the expected number of new hires has significantly increased at the 5% significance level. What are the null and alternate hypotheses?Snack Factory Snack Factory is the maker of Pretzel Crisps, and their effective use of product testing has gained a good recognition. This unique marketing strategy has led Snack Factory to marriage the two products - pretzel and chip, so customers are likely to buy one of the two products. But the typical American customer has tried a pretzel or a chip, and so the marketing strategy is not yielding many sales. However, statistics shows customers may be likely to try a product that they have tested before, but by focusing only on the existing markets, Snack Factory is unable to increase sales of chips and for pretzels. So, the company is looking to devise a strategy to reach wider targets, offering samples of snack foods, to new and existing customers. The Business Situation: The challenge is applying the best strategies and deployment of right resources; at the moment the small business owner has 25 sales representative, 2 HR personnel's, and would need to consult the services of…d. Now based on regression analysis predict the number of patients that Dr. Fok will see in year 11 and 12 based on the forecasted Robbery Rate - year 11 is 117.1 and year 12 is 120.8. e. What is the MAD? f. What is the correlation Coefficient – r-value? % g. Based on the overall analysis, how well does each model fit the data?
- A recently concluded Kaggle competition had a prize of $60,000 and was about predicting customer satisfaction: Santander Customer Satisfaction Links to an external site.. Download the training and test sets from the Kaggle site and train and validate a decision tree classification model from the Scikit-learn machine learning library. The training and test sets are also provided here - "Santander Customer Satisfaction- TRAIN.csv Download Santander Customer Satisfaction - TRAIN.csv" and "Santander Customer Satisfaction- TEST-Without TARGET.csv"A farming business needs to utilise resources effectively sparingly (efficiently). Every business scorecard needs to include Environmental Indicators so that planet related measures can be tracked and monitored. Justify why it would be beneficial for the rooibos business to implement and manage a scorecard that focuses on the following aspects of resource management: . a. Water intensity; b. Energy intensity; and c. Raw material intensityGCC Ltd. owns GCC motors which is considering the introduction of a new electric car engine for 4- seater cars. There is a 50% chance that the engine will be successful in the market. The company may consider trying out the product in a test market, for £5 million, before deciding to introduce the car engine. Experience shows that ultimately successful products are approved in the test market 80 percent of the time, whereas ultimately unsuccessful products are approved in the test market only 25 percent of the time. If the product is successful, the net profit to the company will be £40 million; if unsuccessful, the net loss will be £15 million. Managerial report: Perform a decision analysis of the problem facing GCC and prepare a report that summarises your findings, recommendations and critical appraisal. Include the following information in your report • a decision tree that shows the logical sequence of the decision problem and all formulas and detailed calculations involved…