|
Best Selling Books by Julie SmithJulie Smith is the author of Ich bin doch keine Superfrau (2014), Avaa silloin kun... (2025), Perché nessuno me l'ha detto prima? Strumenti per gestire gli alti e bassi della vita (2023), Por que ninguém me disse isso antes? (2022), Hvorfor har ingen fortalt meg dette før? (2023).
81 - 120 of 1,000,000 results | << >> |
Ich bin doch keine Superfrau
release date: Aug 29, 2014
release date: Jul 08, 2025
Perché nessuno me l'ha detto prima? Strumenti per gestire gli alti e bassi della vita
release date: Jan 01, 2023
Por que ninguém me disse isso antes?
release date: Oct 03, 2022
Hvorfor har ingen fortalt meg dette før?
release date: Jan 05, 2023
release date: Jan 01, 2004
Causal Inference Made Easy, 2nd Edition
release date: Apr 12, 2025
Causal Inference Made Easy: A Practical Guide to Cause and Effect in Statistics is a comprehensive resource designed to bridge the gap between theoretical understanding and practical application of causal inference. This book offers an accessible yet in-depth exploration of the methods and tools that empower researchers, data scientists, policymakers, and practitioners to uncover and validate cause-and-effect relationships in a wide array of disciplines. Drawing from diverse fields such as statistics, econometrics, computer science, epidemiology, and social sciences, the book provides a solid foundation in both classical and modern approaches to causal analysis. Readers are guided through fundamental concepts-from understanding counterfactuals and potential outcomes to constructing Directed Acyclic Graphs (DAGs) and applying Structural Causal Models (SCMs)-before delving into advanced topics such as instrumental variables, regression discontinuity designs, synthetic controls, and causal machine learning. Key features of the book include: Foundational Principles and Frameworks: The early chapters introduce the essential terminology and core concepts of causal inference, establishing a base for understanding how treatments and outcomes are linked within complex systems. Methodological Diversity: With dedicated sections on randomized controlled trials, observational study techniques (such as propensity score matching and difference-in-differences), quasi-experimental designs, and advanced machine learning methods (including double machine learning and causal forests), the book equips readers with multiple strategies to address causal questions in both experimental and non-experimental settings. Practical Applications and Case Studies: Real-world examples from healthcare, epidemiology, economics, finance, and social sciences illustrate how causal inference drives evidence-based decision-making and policy development, guiding the reader through the challenges and triumphs of applying these methods in practice. Tools, Reproducibility, and Ethical Considerations: Chapters on computational tools in R, Python, Stata, and other platforms highlight the importance of reproducible research environments, while discussions on data sharing, ethical principles, and transparency ensure that causal studies are conducted responsibly. Future Directions and Interdisciplinary Insights: The final sections provide a forward-looking perspective on emerging trends, opportunities, and challenges in causal inference. By embracing innovations from machine learning, big data, and dynamic modeling, the book lays out a roadmap for future research while integrating interdisciplinary perspectives that enrich causal analysis. Whether you are a student embarking on your first causal study, a researcher aiming to advance your methodological toolkit, or a practitioner seeking to implement robust, ethical causal analyses, Causal Inference Made Easy offers practical guidance, detailed case studies, and advanced techniques to help you navigate the complexities of establishing cause and effect.
release date: Apr 25, 2017
release date: Oct 28, 2016
Pourquoi personne ne m'en a parlé avant ?
release date: Jan 16, 2025
Miksei kukaan ole kertonut minulle tätä aiemmin?
release date: Jan 01, 2023
Varför har ingen berättat det här för mig? (mjukband)
release date: Jan 01, 2023
Neden Bunu Bana Daha Önce Kimse Söylemedi
release date: May 01, 2022
Aufstehen oder liegen bleiben?
release date: Oct 18, 2022
Mengapa Tidak Pernah Ada yang Memberitahuku?
release date: Feb 24, 2023
The Kindness of Strangers--Julie Smith
release date: Jan 01, 1996
Special Education Personnel in Idaho
release date: Jan 01, 1989
Love Is... Our Love Story
release date: Aug 03, 2017
release date: Jan 01, 1987
Our Love Story(Love Journal)
release date: Feb 04, 2015
release date: Jan 01, 1991
release date: Jan 01, 1990
When Does a Professional Relationship with a Psychologist Begin?
release date: Jan 01, 2011
Phonics Based Instruction Vs Whole Language Instruction in Reading Education
release date: Jan 01, 2022
release date: Jan 01, 2016
release date: Jan 01, 2004
Improving Specialty Care to the Medically Underserved
release date: Jan 01, 2016
Europe's Constitutional Future
release date: Jan 01, 2005
release date: Jan 01, 1999
release date: Jan 01, 2003
release date: Jan 01, 2016
81 - 120 of 1,000,000 results | << >> |
|
|