Name: A First Course in Causal Inference (Chapman & Hall (en Inglés)
SKU: 56109126
Price: 222349.00 COP
Availability: InStock
Author: Ding Peng

portada A First Course in Causal Inference (Chapman & Hall (en Inglés)

A First Course in Causal Inference (Chapman & Hall (en Inglés)

Formato

Libro Físico

Editorial

Crc Press

Autor

Ding Peng

Idioma

Inglés

N° páginas

448

Encuadernación

Tapa Dura

ISBN13

9781032758626

N° edición

A First Course in Causal Inference (Chapman & Hall (en Inglés)

Ding Peng (Autor) · Crc Press · Tapa Dura

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Reseña del libro "A First Course in Causal Inference (Chapman & Hall (en Inglés)"

The past decade has witnessed an explosion of interest in research and education in causal inference, due to its wide applications in biomedical research, social sciences, artificial intelligence etc. This textbook, based on the author's course on causal inference at UC Berkeley taught over the past seven years, only requires basic knowledge of probability theory, statistical inference, and linear and logistic regressions. It assumes minimal knowledge of causal inference, and reviews basic probability and statistics in the appendix. It covers causal inference from a statistical perspective and includes examples and applications from biostatistics and econometrics.Key Features: All R code and data sets available at Harvard Dataverse. Solutions manual available for instructors. Includes over 100 exercises. This book is suitable for an advanced undergraduate or graduate-level course on causal inference, or postgraduate and PhD-level course in statistics and biostatistics departments.