Martin Huber - Causal Analysis

Martin Huber - Causal Analysis

71,99 €

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...

Direkt bei Thalia AT bestellen

Produktbeschreibung

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
Marke Mit Press
EAN 9780262545914
ISBN 978-0-262-54591-4
...

15,29 €

Jeffrey Eugenides - The Virgin Suicides
...

12,49 €

Maria Isabel Sanchez Vegara - Nikola...
...

19,99 €

Dominic Bliss - Literary Landscapes: Paris
...

18,99 €

Marcel Proust - Por la parte...
...

27,99 €

Leonie Swann - Agnes Sharp and...

Beratungskontakt

contact-lady

Vereinbaren Sie ein kostenloses Erstgespräch. Wir beraten Sie gerne!

Kategorien