Fundamentals of Causal Inference: With R (Chapman & Hall/CRC Texts in Statistical Science) - Tapa dura

Libro 118 de 139: Chapman & Hall/CRC Texts in Statistical Science

Brumback, Babette A.

 
9780367705053: Fundamentals of Causal Inference: With R (Chapman & Hall/CRC Texts in Statistical Science)
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ISBN 10: 0367705052 ISBN 13: 9780367705053
Editorial: Chapman and Hall/CRC, 2021

Sinopsis

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.

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Acerca del autor

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.

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Editorial
Chapman and Hall/CRC
Año de publicación
2021
Idioma
Inglés
ISBN 10 
0367705052
ISBN 13 
9780367705053
Encuadernación
Tapa dura
Número de edición
1
Número de páginas
248
Contacto del fabricante
no disponible
Persona responsable
no disponible