Online Read Ebook Causal Analysis: Impact

Causal Analysis: Impact Evaluation and Causal Machine Learning with Applications in R. Martin Huber, Martin Huber

Causal-Analysis-Impact.pdf
ISBN: 9780262545914 | 336 pages | 9 Mb

• Causal Analysis: Impact Evaluation and Causal Machine Learning with Applications in R
• Martin Huber, Martin Huber
• Page: 336
• Format: pdf, ePub, fb2, mobi
• ISBN: 9780262545914
• Publisher: MIT Press

Download Causal Analysis: Impact Evaluation and Causal Machine Learning with Applications in R

Free computer audio books download Causal Analysis: Impact Evaluation and Causal Machine Learning with Applications in R 9780262545914 FB2 English version by Martin Huber, Martin Huber

Overview

A comprehensive and cutting-edge introduction to quantitative methods of causal analysis, including new trends in machine learning. Reasoning about cause and effect—the consequence of doing one thing versus another—is an integral part of our lives as human beings. In an increasingly digital and data-driven economy, the importance of sophisticated causal analysis only deepens. Presenting the most important quantitative methods for evaluating causal effects, this textbook provides graduate students and researchers with a clear and comprehensive introduction to the causal analysis of empirical data. Martin Huber’s accessible approach highlights the intuition and motivation behind various methods while also providing formal discussions of key concepts using statistical notation. Causal Analysis covers several methodological developments not covered in other texts, including new trends in machine learning, the evaluation of interaction or interference effects, and recent research designs such as bunching or kink designs. Most complete and cutting-edge introduction to causal analysis, including causal machine learning Clean presentation of rigorous material avoids extraneous detail and emphasizes conceptual analogies over statistical notation Supplies a range of applications and practical examples using R

Other ebooks:
PDF [Download] The Emotional Lives of Teenagers: Raising Connected, Capable, and Compassionate Adolescents by Lisa Damour Ph.D., Lisa Damour Ph.D.
PDF [DOWNLOAD] Life Is Strange: Coloring Book by Emma Vieceli, Claudia Leonardi, Emma Vieceli, Claudia Leonardi on Iphone
DOWNLOADS In These Hallowed Halls: A Dark Academia anthology by M. L. Rio, Paul Kane, Marie O'Regan, Olivie Blake, J. T. Ellison, M. L. Rio, Paul Kane, Marie O'Regan, Olivie Blake, J. T. Ellison
Descargar [PDF] {EPUB} VOICES PRE-INTERMEDIATE A2/B1. STUDENT S BOOK