Prerequisite Materials for Math 134A
  1. System of Linear Equations
    A review on system of linear equations



  2. Eigenvalues and Eigenvectors
    A review on eigenvalues and eigenvectors



  3. Lagrange Multiplier Method
    A review on the Lagrange Multiplier Method (optimization technique)



  4. Expectation and Variance
    A review on expectation and variance (probability theory)



  5. Sample Statistics
    A review on sample statistics (point estimates)



  6. The point estimate for the population variance
    A review on the point estimate for the population variance (derivation)



  7. Least-squares regression
    A review on the least-squares regression line (derivation)



 
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