Data Analysis Fundamentals

Lab Assignments—Matlab version

  1. Distributional Analysis ipynb

Lab Assignments—Python version

  1. Distributional Analysis ipynb

Data Analysis Roadmap pdf


Time Series Analysis: Theory and Practice

Lab Assignments—Python version

  1. {Variance Ellipses} [ipynb]
  2. {Spectral Analysis} [ipynb]
  3. {Wavelet Transform} ipynb
  4. {Stochastic Modeling} [ipynb]

A Philosophy of Scientific Action pdf


Previous Courses

  1. Ocean/Atmosphere Time Series Analysis: Theory and Practice. University of Oslo, May 23–27, 2016, Oslo, Norway. {18 students}.
  2. Ocean/Atmosphere Time Series Analysis: Theory and Practice. University of Oslo, May 8–12, 2017, Oslo, Norway. {24 students}.
  3. Innovations in Three Approaches to Time Series analysis: Fourier Spectra, Wavelets, and Stochastic Modeling. Lancaster University, March 6–7, 2018, Lancaster, UK. {38 students}.
  4. Ocean/Atmosphere Time Series Analysis: Theory and Practice. The Alfred Wegener Institute, Oct. 15–26, 2018, Bremerhaven, Germany. {23 students}.
  5. Fundamentals of Ocean/Atmosphere Data Analysis. University of Oslo, June 3–7, 2019, Oslo, Norway. {12 students}.
  6. Fundamentals of Ocean/Atmosphere Data Analysis. University of Oslo, May 11–15, 2020, taught via Zoom. {18 students}.
  7. Ocean/Atmosphere Time Series Analysis: Theory and Practice. University of Oslo, April 26–May 7, 2021, taught via Zoom. 18 students.
  8. Fundamentals of Ocean/Atmosphere Data Analysis. The Alfred Wegener Institute, October 18–22, 2021, taught via Zoom. 18 students.
  9. Ocean/Atmosphere Time Series Analysis: Theory and Practice. University of Hamburg, January 10–21, 2022, to be taught via Zoom. Forthcoming.
  10. Ocean/Atmosphere Time Series Analysis: Theory and Practice. The Alfred Wegener Institute, two weeks in 2022 (dates TBA), to be taught via Zoom. Forthcoming.