The Effect

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

Details e-book The Effect

🗸 Author(s): Nick Huntington-Klein
🗸 Title: The Effect
🗸 Rating : 4.7 from 5 stars (73 reviews)
🗸 Languange: English
🗸 Format ebook: PDF, EPUB, Kindle, Audio, HTML and MOBI
🗸 Supported Devices: Android, iOS, PC and Amazon Kindle

Readers' opinions about The Effect by Nick Huntington-Klein

Lee Birch
Dive into an epic fantasy novel where heroes embark on a perilous quest to save their world from an ancient evil. The world-building is richly detailed, immersing readers in a realm of magic and adventure. With its unforgettable characters and breathtaking action scenes, this book is sure to captivate readers of all ages.

Adawna Hayes
This beautifully illustrated cookbook is a culinary journey around the world, showcasing a diverse array of delicious recipes from every corner of the globe. From exotic street food to traditional home-cooked meals, each dish is a celebration of the rich tapestry of global cuisine. With its mouthwatering photographs and easy-to-follow recipes, this book is a must-have for any aspiring chef.

Keira Hunt
Explore the mysteries of the universe with this fascinating exploration of astronomy and cosmology. From the origins of the universe to the search for extraterrestrial life, the author takes readers on a journey through the cosmos, shedding light on some of the universe's most profound mysteries. With its accessible language and engaging narrative, this book is a perfect introduction to the wonders of the cosmos.

Related ebooks of The Effect

One Last Secret: A Domestic Thriller Novel

"I’ll drop anything for a new Adele Parks: she nails it every time"—Lucy Foley, #1 New York Times bestselling author of The Paris Apartment"Absolutely gripping"—Lisa Jewell, New York Times bestselling author of The Family Remains"Whip-smart protagonist, immensely satisfying"—Karin Slaughter, New York Times bestselling author of Girl, Forgotten"Parks gets better and better"—Gillian McAllister, New York Times bestselling author of Wrong Place Wrong TimeEveryone has secrets, don’t they?One last client A week at a beautiful chateau in the south of France—it should…

The Breathwork Companion: Unlock the Healing Power of Bre...

This practical, accessible breathwork guide delivers a complete program of exercises, inspiring true stories, prompts, and more to give readers the skills they need to build and maintain a healing breath practice.   Imagine having a powerful wellness tool at your fingertips. A tool to keep you calm, increase energy, clarify your thinking, release muscle tightness—even give you a youthful glow. A tool that enhances and improves physical, emotional, mental, and spiritual health and well-being,…

The Lost Girls: A Novel (Lucy Kincaid Novels, 11)

A New York Times bestseller, Allison Brennan's The Lost Girls features FBI Agent Lucy Kincaid turning up the heat on a cold case...Photojournalist Siobhan Walsh has been searching for two sisters who disappeared two years ago in Mexico, so when she receives a call from a priest in Texas about an abandoned baby holding a locket with her name, she calls her friends in the FBI for help. The infant obviously belongs to one of…

The Day the Revolution Began: Reconsidering the Meaning o...

The renowned scholar, Anglican bishop, and bestselling author widely considered to be the heir to C. S. Lewis contemplates the central event at the heart of the Christian faith—Jesus’ crucifixion—arguing that the Protestant Reformation did not go far enough in transforming our understanding of its meaning.In The Day the Revolution Began, N. T. Wright once again challenges commonly held Christian beliefs as he did in his acclaimed Surprised by Hope. Demonstrating the rigorous intellect and…