https://github.com/joshcash9/Statistics_BME

Graduate Level Statistics Course with Biomedical Engineering Examples
https://github.com/joshcash9/Statistics_BME

Last synced: 29 days ago
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Graduate Level Statistics Course with Biomedical Engineering Examples

• Host: GitHub
• URL: https://github.com/joshcash9/Statistics_BME
• Owner: joshcash9
• License: gpl-3.0
• Created: 2020-09-21T12:12:03.000Z (about 4 years ago)
• Default Branch: master
• Last Pushed: 2022-11-15T20:03:15.000Z (about 2 years ago)
• Last Synced: 2024-08-03T20:09:09.721Z (4 months ago)
• Size: 67.1 MB
• Stars: 27
• Watchers: 3
• Forks: 2
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# Statistics_BME

Graduate Level Statistics Course with Biomedical Engineering Examples

Understanding statistical analyses is an essential skill for scientists in academia and industry. Here we will discuss the philosophy of hypothesis testing, simulate datasets via random sampling, and perform parametric and nonparametric tests. In additional to traditional tests (mean comparison, regression, ANOVA) we will also introduce some advanced techniques (maximum likelihood, Bayes, bootstrapping, and MCMC). Special acknowledgement to Paul Gribble for providing his course material to build from.