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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
    图书

    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
    图书

    A First Course in Causal Inference - 图书

    导演：Peng Ding
    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 i...(展开全部)
    A First Course in Causal Inference
    搜索《A First Course in Causal Inference》
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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》
    图书

    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 in Statistics, Social, and Biomedical Sciences： An Introduction - 图书

    导演：Guido W. Imbens
    Most questions in social and biomedical sciences are causal in nature: what would happen to individuals, or to groups, if part of their environment were changed? In this groundbreaking text, two world-renowned experts present statistical methods for studying such questions. This book starts with the notion of potential outcomes, each corresponding to the outcome that would be r...(展开全部)
    Causal Inference in Statistics, Social, and Biomedical Sciences： An Introduction
    搜索《Causal Inference in Statistics, Social, and Biomedical Sciences： An Introduction》
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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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    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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    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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    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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