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Causal Inference for Statistics, Social, and Biomedical Scie - Guido W Imbens


229.45  Lei 269.94  Lei

sau 22945 de puncte. Detalii.

Livrare in 15 zile lucratoare

Cod: BRT9780521885881

An aparitie: 2015

An aparitie: 2019

Autor: Guido W Imbens

Autor: Rosie Martin

Categoria: Economics

Editie: cartonata

Editie: necartonata


Editura: ANOVA Pavilion

Format: 261 x 185 x 33 mm

Format: 275 x 216 x 12 mm

Limba: English

Nr. pagini: 644

Transport Gratuit peste 50 de lei
Puncte de fidelitate
30 de Zile Drept de Retur

Most questions in social and biomedical sciences are causal in nature: 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.

Cartea Causal Inference for Statistics, Social, and Biomedical Scie - Guido W Imbens face parte din categoria Economics a librariei online si este scrisa de Rosie Martin.
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