A First Course in Causal Inference Chapman & Hall/CRC Texts in Statistical Science | 1 Edition

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Details about A First Course in Causal Inference Chapman & Hall/CRC Texts in Statistical Science:

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.

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Hi my name is Santanu, I have a master's degree in applied mathematics from Trinity College(Dublin Ireland) ,with a minor in chemistry and physics. I am a CRLA ( College Reading and Learning Association) certified tutor and held the position of head math and science tutor at Oakland Community College. I have several years of experience in tutoring chemistry, math and physics. I have tutored students ranging from elementary school level to college level. My teaching style involves detailed explan ... Read more

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