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Causal Inference, Causal Effect Estimation, and Systematic Error
2019Abstract Chapter 3 discusses basic concepts in causal inference, beginning with an introduction to potential outcomes and definitions of causal contrasts (or causal estimates of effect), concepts, terms, and notation. Many concepts introduced here will be developed further in subsequent chapters.
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Toward Unique and Unbiased Causal Effect Estimation From Data With Hidden Variables
IEEE Transactions on Neural Networks and Learning Systems, 2023Debo Cheng, Jiuyong Li, Lin Liu
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Physical activity counseling in primary care: Insights from public health and behavioral economics
Ca-A Cancer Journal for Clinicians, 2017Kerem Shuval +2 more
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Using the Propensity Score Method to Estimate Causal Effects
Organizational Research Methods, 2013Mingxiang Li
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Autism and measles, mumps, and rubella vaccine: no epidemiological evidence for a causal association
Lancet, The, 1999Brent Taylor, Elizabeth Miller
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Hodgkin's Disease and Infectious Mononucleosis: Is There a Causal Association?
Ca-A Cancer Journal for Clinicians, 1981exaly