Understanding Business
12th Edition
ISBN: 9781259929434
Author: William Nickels
Publisher: McGraw-Hill Education
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What are some of the assumptions that go into predictive analytics?
What would happen if these assumptions are violated?
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- Which modeling techniques are suitable to build a predictive model ? (Multiple answer may be correct) Group of answer choices Multiple linear regression Classification tree Logistic regression Clusteringarrow_forwardWhat do you consider to be the most significant distinction between business intelligence and analytics when comparing the two?arrow_forwardWhat are the differences between descriptive, predictive, and prescriptive analytics? Explain in detail with examples how each of these can be useful in the current business world.arrow_forward
- explain briefly the Predictive system conceptarrow_forwardWhat factors contribute to the erroneous nature of the data? Is there anything specific you'd want to learn about any of them?arrow_forwardSenior executives at an oil company are trying to decide whether to drill for oil in a particular field. It costs the company $750,000 to drill. The company estimates that if oil is found the estimated value will be $3,650,000. At present, the company believes that there is a 48% chance that the field actually contains oil. Before drilling, the company can hire an expert at a cost of $75,000 to perform tests to make a prediction of whether oil is present. Based on a similar test, the probability that the test will predict oil on the field is 0.55. The probability of actually finding oil when oil was predicted is 0.85. The probability of actually finding oil when no oil was predicted is 0.2. What is the EMV if the company hires the expert?arrow_forward
- List two examples each of variation, foreseen uncertainty, and unforeseen uncertainty that you have personally experienced in your studiesarrow_forwardWhat are the advantages of predictive analytics?arrow_forwardWhat is the primary distinction between business intelligence and analytics?arrow_forward
- How does data modeling support the development of effective Business Intelligence (BI) systems?arrow_forwardIn your view, which of these two terms—business intelligence or analytics—best describes the primary distinction between the two?arrow_forwardDo you think that the use of Statistics is important for a Business Analysis?arrow_forward
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