12
Your Cart
12
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

Frequently bought with Student solutions manual for Mathematical methods for physics and engineering


Understand Mathematics, Understand Computing Original price was: $79.99.Current price is: $19.99.
View more
Quantum Mechanics: The Theoretical Minimum Original price was: $29.99.Current price is: $14.99.
View more
Basic College Mathematics: An Applied Approach Original price was: $59.99.Current price is: $19.99.
View more
Principles of Mathematical Analysis Original price was: $29.99.Current price is: $14.99.
View more
One Thousand Exercises in Probability Original price was: $29.99.Current price is: $9.99.
View more
A Passion for Mathematics: Numbers, Puzzles, Madness, Religion, and the Quest for Reality by Clifford A Pickover Original price was: $29.99.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
Math Matters: Understanding the Math You Teach, Grades K–8 Original price was: $49.99.Current price is: $19.99.
View more
Cart