https://github.com/aidanastridge/from-sas-to-python
All of these previous analyses were done in SAS. I transitioned them over to Python to practice the language.
https://github.com/aidanastridge/from-sas-to-python
anova arima-model categorical-analysis garch house-price-index hypothesis-testing loan-prediction-analysis logistic-regression paired-t-test python regression-analysis t-test
Last synced: 7 months ago
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All of these previous analyses were done in SAS. I transitioned them over to Python to practice the language.
- Host: GitHub
- URL: https://github.com/aidanastridge/from-sas-to-python
- Owner: aidanastridge
- License: mit
- Created: 2023-07-17T22:58:18.000Z (about 2 years ago)
- Default Branch: main
- Last Pushed: 2024-08-21T14:59:32.000Z (about 1 year ago)
- Last Synced: 2024-08-21T16:55:26.646Z (about 1 year ago)
- Topics: anova, arima-model, categorical-analysis, garch, house-price-index, hypothesis-testing, loan-prediction-analysis, logistic-regression, paired-t-test, python, regression-analysis, t-test
- Language: Jupyter Notebook
- Homepage:
- Size: 1.06 MB
- Stars: 2
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
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README
## From SAS to Python
All of these previous analyses were done in SAS. I transitioned them over to Python to practice the language.
Jupyter:
- Lab1: Exploratory data analysis on loans
- Lab2: Hypothesis testing and regression analysis on loans
- Lab3: Hypothesis testing on Canadian NHPI
- Lab4: Hypothesis testing and regression analysis on Canadian NHPI
- Lab5: Logistic regression analysis on admission estimation to Business or Law School
- Lab6: After-tax income detrending
- Lab7: ARIMA on Composite HPI
- Lab8: First differenced bond regression with ARIMA residuals
SAS transferred:
- Lab1: Exploratory data analysis on loans
- Lab2: Hypothesis testing and regression analysis on loans
- Lab3: Hypothesis testing on Canadian NHPI
- Lab4: Hypothesis testing and regression analysis on Canadian NHPI
- Lab5: Logistic regression analysis on admission estimation to Business or Law School