{"product_id":"applied-microeconometrics","title":"Applied Microeconometrics","description":"\u003cb\u003eA rigorous, cutting-edge overview of the range of methods used to conduct causal inference in the social sciences.\u003c\/b\u003e\u003cbr\u003e\u003cbr\u003eThis textbook provides a lucid, rigorous, and cutting-edge overview of the methods used to conduct causal inference in the social sciences, covering all the core techniques and latest advances. Offering a detailed survey of the current state of microeconometric theory, Damian Clarke delves deeply into machine learning applications and presents developments in difference-in-difference methods, instrumental variables, multiple hypothesis testing, and other advanced topics. With a diverse range of examples and exercises offering hands-on experience, \u003ci\u003eApplied Microeconometrics \u003c\/i\u003eequips graduate students and researchers to apply state-of-the art scholarship to actionable problems.\u003cbr\u003e\u003cbr\u003e\u003cul\u003e\n\u003cli\u003eIntegrates a rich array of machine learning methods into causal modeling frameworks\u003c\/li\u003e\n\u003cli\u003eCovers recent advances in difference-in-differences and dynamic research designs, formal discussions of challenges related to inference and hypothesis testing, and heterogeneity analysis\u003c\/li\u003e\n\u003cli\u003eFeatures a breadth of real-world examples from recent papers\u003c\/li\u003e\n\u003cli\u003eIncludes coding implementation in Python, R, and Stata\u003c\/li\u003e\n\u003c\/ul\u003e","brand":"Gardners","offers":[{"title":"Default Title","offer_id":57536412385653,"sku":"9780262053648","price":76.0,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0612\/7193\/3106\/files\/9780262053648.jpg?v=1788186073","url":"https:\/\/backstory.london\/products\/applied-microeconometrics","provider":"Backstory","version":"1.0","type":"link"}