Zoom Recordings 2023:

1. Impulse Response Estimation Proof: 9/7/2023
2. Impulse Response ARMA Filter: 9/12/2023
3. Shuffle Statistics: 9/14/2023
4. K-Fold Validation, Convolution, and Z-Transform: 9/19/2023
5. Fourier Transform and Building a Step Function: 9/21/2023
6. Negative Frequencies and Building a Band-Pass Filter: 9/26/2023
7. Filtering Using a Linear Delay: 9/28/2023 Part 1
8. Pragmatic and Wavelet Filtering with EKG and Sound Wave Examples: 9/28/2023 Part 2
9. Gabor Filter and Analytic Signal Usage to find Instantaneous Power, Phase, & Frequency, and Windowing: 10/3/2023
10. Hanning Window FFT, Random Vairables, and Expected Value: 10/5/2023
11. Poisson & Normal Distribution: 10/12/2023
12. Jointly Distributed Random Variables: 10/17/2023
13. Correlation and Affine Transformations: 10/19/2023
14. Multivariate Normal Distribution and Principal Component Analysis: 10/24/2023
15. More Principal Component Analysis: 10/26/2023
16. A Little More PCA and Stochastic Processes: 10/31/2023
17. Stochatsic Cross-Correlation and Filtering: 11/2/2023
18. Stochatsic Process Filtering: 11/7/2023
19. AR Modeling and Linear Predicitions (muted at 6:30-27:40): 11/9/2023
20. Harmonic Process: 11/14/2023
21. Causual Inference: 11/21/2023
22. Causual Inference II: Berkson & Simpson Paradox: 11/28/2023
23. Causual Inference III: Mediation and Intervention: 11/30/2023
24. Causual Inference IV: Intervention and Compliance: 12/5/2023
25. Causual Inference V: Granger Causality: 12/7/2023