Time Series Analysis: Theory and Practice

Lab Assignments—Python version

  1. {Data Analysis Startup} [ipynb]
  2. {Variance Ellipses} [ipynb]
  3. Distributional Analysis* ipynb
  4. {Wavelet Transform*} ipynb
  5. {Spectral Analysis*} [ipynb]
  6. {Stochastic Modeling*} [ipynb]

A Philosophy of Scientific Action pdf