Causal Inference for Statistics, Social, and Biomedical Sciences (2015, HC)

Description: Causal Inference for Statistics, Social, and Biomedical Sciences: An Introduction by Guido W. Imbens and Donald B. Rubin (2015, Hardcover) New York, NY, USA: Cambridge University Press, 2015. Third Printing 2017. ISBN10 - 0521885884ISBN13 - 9780521885881 See photos for faults/flaws.- Outside corners show wear.- Bottom outside corners bumped.- None other observed. Book is square, spine straight, binding tight. Pages clean, complete, and without creases. No previous owner name or marks. Folding wooden stand & Wands Books logo not included. Thank you for your time & consideration. Description from Goodreads: "Most questions in social and biomedical sciences are causal in what would happen to individuals, or to groups, if part of their environment were changed? In this groundbreaking text, two world renowned experts present statistical methods for studying such questions. This book starts with the notion of potential outcomes, each corresponding to the outcome that would be realized if a subject were exposed to a particular treatment or regime. In this approach, causal effects are comparisons of such potential outcomes. The fundamental problem of causal inference is that we can only observe one of the potential outcomes for a particular subject. The authors discuss how randomized experiments allow us to assess causal effects and then turn to observational studies. They lay out the assumptions needed for causal inference and describe the leading analysis methods, including, matching, propensity score methods, and instrumental variables. Many detailed applications are included, with special focus on practical aspects for the empirical researcher."

Price: 55.94 USD

Location: Virginia Beach, Virginia

End Time: 2024-11-10T14:13:26.000Z

Shipping Cost: 6.88 USD