Causal Inference 2, Certificate | Part time online | Coursera | United States
1 months
Duration
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About

This Causal Inference 2 course offered by Coursera in partnership with Columbia University offers a rigorous mathematical survey of advanced topics in causal inference at the Master’s level.

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Overview

Key Features

Inferences about causation are of great importance in science, medicine, policy, and business. 

This Causal Inference 2 course offered by Coursera in partnership with Columbia University provides an introduction to the statistical literature on causal inference that has emerged in the last 35-40 years and that has revolutionized the way in which statisticians and applied researchers in many disciplines use data to make inferences about causal relationships.  

We will study advanced topics in causal inference, including mediation, principal stratification, longitudinal causal inference, regression discontinuity, interference, and fixed effects models.

Programme Structure

Courses include:

  • Mediation
  • More on Mediation
  • Instrumental Variables, Principal Stratification, and Regression Discontinuity
  • Longitudinal Causal Inference
  • Interference and Fixed Effects

Key information

Duration

  • Part-time
    • 1 months

Start dates & application deadlines

You can apply for and start this programme anytime.

Language

English

Delivered

Online
  • Self-paced

Academic requirements

We are not aware of any specific GRE, GMAT or GPA grading score requirements for this programme.

English requirements

We are not aware of any English requirements for this programme.

Other requirements

General requirements

  • Advanced Level

Tuition Fee

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  • International

    Free
    Tuition Fee
    Based on the tuition of 0 USD for the full programme during 1 months.
  • National

    Free
    Tuition Fee
    Based on the tuition of 0 USD for the full programme during 1 months.

You can choose from hundreds of free courses, or get a degree or certificate at a breakthrough price. You can now select Coursera Plus, an annual subscription that provides unlimited access.

Funding

Coursera provides financial aid to learners who cannot afford the fee. Apply for it by clicking on the Financial Aid link beneath the "Enroll" button on the left. You’ll be prompted to complete an application and will be notified if you are approved.

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