{"product_id":"advanced-panel-data-analysis-9786208441364","title":"Advanced Panel Data Analysis","description":"\u003cp\u003e • Author(s): Hassan Guenichi\u003cbr\u003e • Publisher: LAP Lambert Academic Publishing\u003cbr\u003e • Publisher Imprint: LAP Lambert Academic Publishing\u003cbr\u003e • BISAC: Methodology\u003c\/p\u003e\u003cp\u003ePanel data analysis has become an essential tool in econometrics, finance, and social sciences, enabling researchers to account for both cross-sectional and temporal variations in data. This book, Advanced Panel Data Analysis: Theoretical Framework, Overview, and Applications with Stata and R, provides a comprehensive guide to both linear and nonlinear panel data models, combining rigorous theoretical foundations with practical implementation in Stata and R.The book is structured into four main parts. Chapter 1 introduces the fundamental concepts of panel data, highlighting its advantages over purely cross-sectional or time-series methods. Chapter 2 focuses on cross-section dependence tests and unit root tests, covering first, second, and third-generation to assess stationarity and dependency issues in panel datasets.Chapter 3 explores linear panel data models, including individual effects models, dynamic panel models, the AutoRegressive Distributed Lag (ARDL) model, and cointegrated panel models, which are widely used in empirical research. Chapter 4 extends the discussion to nonlinear panel data models, such as PTR, PSTR, TARDL, Q-Q-regression.\u003c\/p\u003e","brand":"Atlantic Books","offers":[{"title":"Paperback","offer_id":46378581721239,"sku":"9786208441364","price":7714.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9786208441364.webp?v=1768764330","url":"https:\/\/atlanticbooks.com\/products\/advanced-panel-data-analysis-9786208441364","provider":"Atlantic Books","version":"1.0","type":"link"}