7
Your Cart
7
Your Cart

The Effect: An Introduction to Research Design and Causality is about research design, specifically concerning research that uses observational data to make a causal inference. It is separated into two halves, each with different approaches to that subject. The first half goes through the concepts of causality, with very little in the way of estimation. It introduces the concept of identification thoroughly and clearly and discusses it as a process of trying to isolate variation that has a causal interpretation. Subjects include heavy emphasis on data-generating processes and causal diagrams.

Concepts are demonstrated with a heavy emphasis on graphical intuition and the question of what we do to data. When we “add a control variable” what does that actually do?

Key Features:

  •  • Extensive code examples in R, Stata, and Python
  • • Chapters on overlooked topics in econometrics classes: heterogeneous treatment effects, simulation and power analysis, new cutting-edge methods, and uncomfortable ignored assumptions
  • • An easy-to-read conversational tone
  • • Up-to-date coverage of methods with fast-moving literatures like difference-in-differences

8 reviews for The Effect

There are no reviews yet.

Be the first to review “The Effect”
X

New item(s) have been added to your cart.

Frequently bought with Elementary Particle Physics: An Intuitive Introduction


Factory Physics Original price was: $79.99.Current price is: $24.99.
View more
Six Not-So-Easy Pieces Original price was: $19.99.Current price is: $9.99.
View more
Fundamentals of Physics II: Electromagnetism, Optics, and Quantum Mechanics Original price was: $39.99.Current price is: $14.99.
View more
The Science of Learning Physics: Cognitive Strategies for Improving Instruction Original price was: $69.99.Current price is: $19.99.
View more
Fundamentals of Engineering Thermodynamics Original price was: $89.99.Current price is: $19.99.
View more
Geometry, Topology and Physics Original price was: $69.99.Current price is: $19.99.
View more
Engineering Dynamics: A Comprehensive Introduction Original price was: $69.99.Current price is: $19.99.
View more
Theoretical Concepts in Physics: An Alternative View of Theoretical Reasoning in Physics Original price was: $49.99.Current price is: $24.99.
View more