{"product_id":"high-dimensional-econometrics-and-identification-chihwa-kao-9789811200151","title":"High-Dimensional Econometrics and Identification","description":"In many applications of econometrics and economics, a large proportion of the questions of interest are identification. An economist may be interested in uncovering the true signal when the data could be very noisy, such as time-series spurious regression and weak instruments problems, to name a few. In this book, High-Dimensional Econometrics and Identification, we illustrate the true signal and, hence, identification can be recovered even with noisy data in high-dimensional data, e.g., large panels. High-dimensional data in econometrics is the rule rather than the exception. One of the tools to analyze large, high-dimensional data is the panel data model.High-Dimensional Econometrics and Identification grew out of research work on the identification and high-dimensional econometrics that we have collaborated on over the years, and it aims to provide an up-todate presentation of the issues of identification and high-dimensional econometrics, as well as insights into the use of these results in empirical studies. This book is designed for high-level graduate courses in econometrics and statistics, as well as used as a reference for researchers.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Chihwa Kao, Long Liu\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 9811200157\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9789811200151\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e World Scientific Publishing Company\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 04\/24\/2019\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 180\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Hardcover\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.91lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.00h x 6.00w x 0.44d","brand":"Chihwa Kao","offers":[{"title":"Hardcover","offer_id":43988829307135,"sku":"9789811200151","price":78.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_c546cf5e-fa32-4c23-a346-0a1fd577a286.jpg?v=1683296614","url":"https:\/\/www.whiterainbookhouse.com\/products\/high-dimensional-econometrics-and-identification-chihwa-kao-9789811200151","provider":"WR Book House","version":"1.0","type":"link"}