{"product_id":"high-dimensional-econometrics-and-identification-9789811200151","title":"High-dimensional Econometrics And Identification","description":"\u003cb\u003eBook Synopsis\u003c\/b\u003e\u003cbr\u003eIn 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.","brand":"World Scientific Publishing Co Pte Ltd","offers":[{"title":"Default Title","offer_id":51047224246615,"sku":"9789811200151","price":66.5,"currency_code":"GBP","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0817\/1739\/5799\/files\/9789811200151.jpg?v=1750970741","url":"https:\/\/bookcurl.com\/products\/high-dimensional-econometrics-and-identification-9789811200151","provider":"Book Curl","version":"1.0","type":"link"}