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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