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    Causal Inference: The Mixtape - 图书

    导演:Scott Cunningham
    An accessible and contemporary introduction to the methods for determining cause and effect in the social sciences Causal inference encompasses the tools that allow social scientists to determine what causes what. Economists—who generally can’t run controlled experiments to test and validate their hypotheses—apply these tools to observational data to make connections. In a mess...(展开全部)
    Causal Inference: The Mixtape
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    Causal Inference - 图书

    导演:Paul R. Rosenbaum
    A nontechnical guide to the basic ideas of modern causal inference, with illustrations from health, the economy, and public policy. Which of two antiviral drugs does the most to save people infected with Ebola virus? Does a daily glass of wine prolong or shorten life? Does winning the lottery make you more or less likely to go bankrupt? How do you identify genes that cause dise...(展开全部)
    Causal Inference
    搜索《Causal Inference》
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    Causal Inference: What If - 图书

    2020
    导演:Hernán MA
    Causal Inference: What If
    搜索《Causal Inference: What If》
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    Counterfactuals and Causal Inference - 图书

    导演:Stephen L·Morgan
    Did mandatory busing programs in the 1970s increase the school achievement of disadvantaged minority youth? Does obtaining a college degree increase an individual's labor market earnings? Did the use of the butterfly ballot in some Florida counties in the 2000 presidential election cost Al Gore votes? If so, was the number of miscast votes sufficiently large to have altered th...(展开全部)
    Counterfactuals and Causal Inference
    搜索《Counterfactuals and Causal Inference》
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    Causal Inference in Statistics: A Primer - 图书

    导演:Judea Pearl
    Causality is central to the understanding and use of data. Without an understanding of cause effect relationships, we cannot use data to answer questions as basic as, “Does this treatment harm or help patients?” But though hundreds of introductory texts are available on statistical methods of data analysis, until now, no beginner-level book has been written about the exploding...(展开全部)
    Causal Inference in Statistics: A Primer
    搜索《Causal Inference in Statistics: A Primer》
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    Elements of Causal Inference: Foundations and Learning Algorithms - 图书

    2017
    导演:Jonas Peters
    Elements of Causal Inference: Foundations and Learning Algorithms
    搜索《Elements of Causal Inference: Foundations and Learning Algorithms》
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    Explanation in Causal Inference: Methods for Mediation and Interaction - 图书

    导演:Tyler VanderWeele
    Explanation in Causal Inference: Methods for Mediation and Interaction
    搜索《Explanation in Causal Inference: Methods for Mediation and Interaction》
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    Counterfactuals and Causal Inference: Methods and Principles for Social Research - 图书

    2014
    导演:Stephen L. Morgan
    Counterfactuals and Causal Inference: Methods and Principles for Social Research
    搜索《Counterfactuals and Causal Inference: Methods and Principles for Social Research》
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    Counterfactuals and Causal Inference: Methods and Principles for Social Research - 图书

    导演:Stephen L. Morgan
    Did mandatory busing programs in the 1970s increase the school achievement of disadvantaged minority youth? Does obtaining a college degree increase an individual's labor market earnings? Did the use of the butterfly ballot in some Florida counties in the 2000 presidential election cost Al Gore votes? If so, was the number of miscast votes sufficiently large to have altered th...(展开全部)
    Counterfactuals and Causal Inference: Methods and Principles for Social Research
    搜索《Counterfactuals and Causal Inference: Methods and Principles for Social Research》
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    Experimental and Quasi-Experimental Designs for Generalized Causal Inference - 图书

    导演:William R. Shadish
    This long awaited successor of the original Cook/Campbell Quasi-Experimentation: Design and Analysis Issues for Field Settings represents updates in the field over the last two decades. The book covers four major topics in field experimentation:
    Experimental and Quasi-Experimental Designs for Generalized Causal Inference
    搜索《Experimental and Quasi-Experimental Designs for Generalized Causal Inference》
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