Prerequisite Materials for Math 134A
- System of Linear Equations
A review on system of linear equations
- Eigenvalues and Eigenvectors
A review on eigenvalues and eigenvectors
- Lagrange Multiplier Method
A review on the Lagrange Multiplier Method (optimization technique)
- Expectation and Variance
A review on expectation and variance (probability theory)
- Sample Statistics
A review on sample statistics (point estimates)
- The point estimate for the population variance
A review on the point estimate for the population variance (derivation)
- Least-squares regression
A review on the least-squares regression line (derivation)