ISBN: 9783031498480 - the econometrics of multi-dimensional panels: theory and applications (advanced studies in theoretical and applied econometrics, 54, band 54) (2 Ergebnisse)

hardcover. Zustand: Very Good.

Buch. Zustand: Neu. Druck auf Anfrage Neuware - Printed after ordering - This book presents the econometric foundations and applications of multi-dimensional panels, including modern methods of big data analysis. In light of the big data revolution and the emergence of higher dimensional panel data sets, it provides new results to synthesize existing knowledge on the field. The first, theoretical part of the volume is providing the econometric foundations to deal with these new high-dimensional panel data sets. It not only synthesizes our current knowledge, but mostly, presents new research results. The second empirical part of the book provides insight into the most relevant applications in this area. These chapters are a mixture of surveys and new results, always focusing on the econometric problems and feasible solutions.This second extended and revised edition provides an update of all existent chaptersto reflect on new developments in the areaas well as several new chapters on topics such as machine learning, nonparametric models,networks, and multi-dimensional panels in health economics. The book serves as a standard reference work, a textbook for graduate students in economics, and a source of background material for professionals conducting empirical studies.…