{"product_id":"high-dimensional-econometrics-identification-9789811200151-new","title":"High-Dimensional Econometrics and Identification","description":"\u003cp\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, \u003cem\u003eHigh Dimensional Econometrics and Identification\u003c\/em\u003e, 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.\u003c\/p\u003e\u003cp\u003e\u003cem\u003eHigh Dimensional Econometrics and Identification\u003c\/em\u003e 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-to-date 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.\u003c\/p\u003e","brand":"WORLD SCIENTIFIC PUB CO INC","offers":[{"title":"New","offer_id":51544500994338,"sku":"9789811200151-new","price":82.27,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0893\/4755\/5618\/files\/9789811200151.jpg?v=1776405665","url":"https:\/\/www.albakireads.com\/products\/high-dimensional-econometrics-identification-9789811200151-new","provider":"AlbakiReads","version":"1.0","type":"link"}