Week 12 Homework
After reviewing chapter 9 on anomaly detection this week, answer the following questions in essay format.
- What are the characteristics of anomaly detection?
- What are the detection problems and methods?
- What are the statistical approaches when there is an anomaly found?
- Compare and contrast proximity and clustering based approaches.
In an APA7 formatted essay answer all questions above. There should be headings to each of the questions above as well. Ensure there are at least two-peer reviewed sources to support your work. The paper should be at least two pages of content (this does not include the cover page or reference page)
Week 13 Discussion
This week we focus on the concept of false discovery in data. After reviewing the article by Naouma (2019), answer the following questions:
- What is a false discovery rate?
- Can a false discovery rate be completely avoided? Explain.
- What was the outcome of the results of the use case?
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