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    Détails du Torrent Pour "The Effect An Introduction to Research Design and Causality - (BookRAR)"

    The Effect An Introduction to Research Design and Causality - (BookRAR)

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    Dernière vérification: 23-01-2022 06:37:35

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    _NAME_:The Effect An Introduction to Research Design and Causality - (BookRAR)
    Description:

    Description

    The Effect: An Introduction to Research Design and Causality is about research design, specifically concerning research that uses observational data to make a causal inference. It is separated into two halves, each with different approaches to that subject. The first half goes through the concepts of causality, with very little in the way of estimation. It introduces the concept of identification thoroughly and clearly and discusses it as a process of trying to isolate variation that has a causal interpretation. Subjects include heavy emphasis on data-generating processes and causal diagrams.

    Concepts are demonstrated with a heavy emphasis on graphical intuition and the question of what we do to data. When we “add a control variable” what does that actually do?

    Key Features:

       Extensive code examples in R, Stata, and Python
       Chapters on overlooked topics in econometrics classes: heterogeneous treatment effects, simulation and power analysis, new cutting-edge methods, and uncomfortable ignored assumptions
       An easy-to-read conversational tone
       Up-to-date coverage of methods with fast-moving literatures like difference-in-differences

    Book Details

       Language: English
       Published: 2021
       ISBN: 1032127457
       Format: True PDF
    YouTube Video:
    Catégorie:Books
    Langue :English  English
    Taille totale:14.86 MB
    Info Hash:1F6DE08B1D7AFC44C358E0AD25B83778B809B5C1
    Ajouté par:bookrar Verified UploaderBook Worm
    Date:2022-01-23 14:37:30
    Statut Torrent:Torrent Verified


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