Changes between Version 5 and Version 6 of SOPs/StatisticalSteps
- Timestamp:
- 07/01/20 08:43:40 (5 years ago)
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SOPs/StatisticalSteps
v5 v6 28 28 1. Are there any obvious problems? 29 29 1. Are there obvious batch effects? 30 1. Are there any obvious outliersdue to some technical reason?30 1. Are there any obvious "outliers" due to some technical reason? 31 31 1. Could the data need some form of normalization or scaling to make factors more comparable? 32 32 … … 40 40 1. Does you data meet all assumptions required of the test? 41 41 1. Given the answers to the above question, the best test may be the simplest one. 42 1. GraphPad (makers of Prism) has a nice but brief presentation about [https://go.graphpad.com/video/how-to-choose-the-right-statistical-test How to Choose the Right Statistical Test] that's a good place to start. 42 1. GraphPad (makers of Prism) has a nice but brief presentation about [https://go.graphpad.com/video/how-to-choose-the-right-statistical-test How to Choose the Right Statistical Test] that's a good place to start. Prism [https://www.graphpad.com/guides/prism/7/statistics/stat_statistical_analyses_with_pris.htm documentation] includes lots of additional informative details for scientists who aren't experts in statistics. 43 43 44 44 - '''Organize the data''' … … 47 47 48 48 - '''Perform the statistical test(s)''' 49 1. Run the analysis with a tool like R, Prism, or Excel 49 1. Run the analysis with a tool like R, Prism, or Excel. 50 50 1. Capture all of the appropriate results and details of the test, often more than just the p-value. 51 51 1. Does the software produce any warnings? If so, how should you react?