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  3. Causal Inference with R - Instrumental Variables & RDD
  • 1

    Introduction to Instrumental Variables

    Free

    This chapter will introduce you to Instrumental Variables (IV) analysis, a tricky but powerful method to find causality through indirect inference

  • 2

    Instrumental Variables in Practice

    This chapter covers more details about Instrumental Variables Analysis, and allows you to practice instrumental variables for yourself

  • 3

    Regression Discontinuity Design

    This chapter introduces you to Regression Discontinuity Design (RDD), which is often considered a more flexible relative of Instrumental Variables

  • 4

    The Local Average Treatment Effect of IV

    This chapter explains the treatment effect we are estimating with the instrumental variables method - LATE, or the Local Average Treatment Effect

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