Statistics and Signal Processing

Statistics

• Simpson's Paradox
• Bayes Theorem
• Stacking : The Square-Root Law
• Parabola Interpolation
• The Least-Squares Criterion in Inverse Problems

Signal Processing

• PSD
• Minimum Phase
• Instantaneous Phase and Frequency
• Correlation Amplitude Levels

Linear Algebra and Calculus

• SVD and PCA
• Vector Calculus