https://github.com/vincentlaucsb/statistical-models
A collection of notes detailing statistical models, including both their theoretical aspects and applications (in R).
https://github.com/vincentlaucsb/statistical-models
logistic-regression statistics
Last synced: 5 months ago
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A collection of notes detailing statistical models, including both their theoretical aspects and applications (in R).
- Host: GitHub
- URL: https://github.com/vincentlaucsb/statistical-models
- Owner: vincentlaucsb
- Created: 2017-05-29T21:36:38.000Z (about 9 years ago)
- Default Branch: master
- Last Pushed: 2017-05-29T21:49:32.000Z (about 9 years ago)
- Last Synced: 2025-05-15T07:41:54.514Z (about 1 year ago)
- Topics: logistic-regression, statistics
- Language: TeX
- Size: 146 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# Statistical Models
This is my personal collection of notes detailing statistical models, including both their theoretical aspects and applications in statistical software (mainly R).
## What's Included
Summaries of statistical models, including:
* Their intended use case
* Relevant mathematical formula (with some bonus derivations!)
* Hypothesis testing procedures
* Model building strategies
* Model evaluation procedures
Also included:
* With positive probability, a non-zero amount of errors
Because this is intended as a personal notebook I don't necessary check to make sure everything is 100% correct.
Please use the references I've cited (or your own) to double check any complicated formulas or derivations.