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Measuring Causal Effects in the Social Sciences

Approx. 7 hours to complete

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Course Summary

Learn about causal effects in this course and gain insights on how to design and analyze experiments to make causal inferences.

Key Learning Points

Understand the importance of causal effects in various fields such as medicine, social sciences, and economics.
Learn about the different types of experiments and how to design them.
Acquire the tools and techniques to analyze experimental data and make causal inferences.

Job Positions & Salaries of people who have taken this course might have

- USA: $113,309
- India: ₹ 9,23,693
- Spain: € 44,904
- USA: $113,309
- India: ₹ 9,23,693
- Spain: € 44,904
- USA: $57,974
- India: ₹ 4,35,317
- Spain: € 21,175
- USA: $113,309
- India: ₹ 9,23,693
- Spain: € 44,904
- USA: $57,974
- India: ₹ 4,35,317
- Spain: € 21,175
- USA: $96,514
- India: ₹ 7,85,213
- Spain: € 38,100

Learning Outcomes

Understand the importance of causal effects in various fields.
Acquire the skills to design and analyze experiments to make causal inferences.
Gather insights on how to make informed decisions based on causal inferences.

Prerequisites or good to have knowledge before taking this course

Basic understanding of statistics.
Familiarity with experimental design and analysis.

Course Difficulty Level

Intermediate

Course Format

Online
Self-paced
Video Lectures

Similar Courses

Causal Inference: Foundations and Methods
Experimental Design and Analysis

Related Education Paths

Notable People in This Field

Professor of Statistics and Political Science
Professor of Economics

Related Books

Description

How can we know if the differences in wages between men and women are caused by discrimination or differences in background characteristics? In this PhD-level course we look at causal effects as opposed to spurious relationships. We will discuss how they can be identified in the social sciences using quantitative data, and describe how this can help us understand social mechanisms.

Outline

The Nature of Causal Effects and How to Measure Them
Lecture 1 - The Nature of Causal Effects and How to Measure Them
Course information
Module 1 Lecture Quiz
Module 1 Case Quiz

The Multivariate Regression Model and Mediating Factors
Lecture 2 - The Multivariate Regression Model and Mediating Factors
Module 2 Lecture Quiz
Module 2 Case Quiz

Randomized Controlled Trials
Lecture 3 - Randomized Controlled Trials
Module 3 Lecture Quiz
Module 3 Case Quiz

Instrumental Variables
Lecture 4 - Instrumental Variables
Module 4 Lecture Quiz
Module 4a Case Quiz
Module 4b Case Quiz

Difference in Difference
Lecture 5 - Difference in Difference
Module 5 Lecture Quiz
Module 5 Case Cuiz

Summary of User Reviews

Learn about causal effects in this comprehensive course on Coursera. Users have praised the course for its insightful content and practical application.

Key Aspect Users Liked About This Course

Practical application of the content

Pros from User Reviews

Insightful and comprehensive content
Easy to follow lectures and assignments
Applicable to real-life scenarios

Cons from User Reviews

Some technical concepts may require prior knowledge
Limited interaction with instructors
No certificate offered for free version

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