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Explains and relates different methods of confounding adjustment in terms of potential outcomes and graphical models, including standardization, difference-in-differences estimation, the front-door method, instrumental variables estimation, and propensity score methods.
Explains and relates different methods of confounding adjustment in terms of potential outcomes and graphical models, including standardization, difference-in-differences estimation, the front-door method, instrumental variables estimation, and propensity score methods.
Babette A. Brumback is Professor and Associate Chair for Education in the Department of Biostatistics at the University of Florida; she won the department's Outstanding Teacher Award for 2020-2021. A Fellow of the American Statistical Association, she has researched and applied methods for causal inference since 1998, specializing in methods for time-dependent confounding, complex survey samples and clustered data.
| Erscheinungsjahr: | 2021 |
|---|---|
| Fachbereich: | Wahrscheinlichkeitstheorie |
| Genre: | Mathematik |
| Rubrik: | Naturwissenschaften & Technik |
| Medium: | Buch |
| Inhalt: | Einband - fest (Hardcover) |
| ISBN-13: | 9780367705053 |
| ISBN-10: | 0367705052 |
| Sprache: | Englisch |
| Einband: | Gebunden |
| Autor: | Brumback, Babette A. |
| Hersteller: | Taylor & Francis Ltd |
| Maße: | 238 x 159 x 20 mm |
| Von/Mit: | Babette A. Brumback |
| Erscheinungsdatum: | 10.11.2021 |
| Gewicht: | 0,528 kg |
Babette A. Brumback is Professor and Associate Chair for Education in the Department of Biostatistics at the University of Florida; she won the department's Outstanding Teacher Award for 2020-2021. A Fellow of the American Statistical Association, she has researched and applied methods for causal inference since 1998, specializing in methods for time-dependent confounding, complex survey samples and clustered data.
| Erscheinungsjahr: | 2021 |
|---|---|
| Fachbereich: | Wahrscheinlichkeitstheorie |
| Genre: | Mathematik |
| Rubrik: | Naturwissenschaften & Technik |
| Medium: | Buch |
| Inhalt: | Einband - fest (Hardcover) |
| ISBN-13: | 9780367705053 |
| ISBN-10: | 0367705052 |
| Sprache: | Englisch |
| Einband: | Gebunden |
| Autor: | Brumback, Babette A. |
| Hersteller: | Taylor & Francis Ltd |
| Maße: | 238 x 159 x 20 mm |
| Von/Mit: | Babette A. Brumback |
| Erscheinungsdatum: | 10.11.2021 |
| Gewicht: | 0,528 kg |
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