ECON 8070 Course Material

Syllabus

Homeworks

Course Material

  1. [Introduction to R]

  2. [Probability Theory]

    • Introduction
    • Random Variables
    • Parametric Distributions
    • Multivariate Distributions

  3. [Statistics]

    • Sampling
    • Law of Large Numbers
    • Central Limit Theorem
    • Method of Moments Estimation
    • Inference

  4. [Linear Regression]

    • Introduction/Review of Linear Algebra
    • Conditional Expectation and Projection
    • The Algebra of Least Squares
    • Least Squares Regression
    • Asymptotic Theory for Least Squares

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