Practice Data Sets
Abstract
Chris and Fred discuss the ability to get ‘data sets’ to practice reliability analysis on! … sounds like a party …
Key Points
Join Chris and Fred respond to a listener who wants ‘practice data’ to hone their data analysis skills! Awesome … but where is it?
Topics include:
- Textbooks often contain ‘sanitized’ data. That is, data that is created or at least heavily modified from the real world to highlight a certain statistical feature. But this isn’t the same ‘messy’ real-world data characteristics …
- Companies aren’t interested in sharing their ‘real-world’ data. As you can imagine. So reliability consultants can’t simply share the data they have analyzed for their clients.
- There are some sources. Check out https://wqmeeker.stat.iastate.edu/ .
- Maybe Accendo needs to do something. Perhaps we need to create these data sets … based on what we create! … or what listeners send us! We have a huge number of people in our community that could help.
- But here’s a suggestion. Before you analyze your data set, think about what you would expect to see. For example, if the reason you are analyzing data is because there are concerns about manufacturing quality control, then you would expect to see infant mortality. Do you then see characteristics of infant mortality in your data analysis? If yes … then that is very powerful. This means the data aligns with your independent, pre-analysis assessment.
Enjoy an episode of Speaking of Reliability. Where you can join friends as they discuss reliability topics. Join us as we discuss topics ranging from design for reliability techniques to field data analysis approaches.
SOR 1001 Practice Data SetsChristopher Jackson
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