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Large Dimensional Factor Analysis.

Large Dimensional Factor Analysis. 大規模因子分析

・ISBN 978-1-60198-144-8 paper

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著者・編者Bai, Jushan / Ng, S.,
シリーズFoundations and Trends in Econometrics
出版社(Now Publishers, US)
出版年月2008
ページ数78 pp.
言語ENG
ニュース番号<558-204>

解説

Large Dimensional Factor Analysis provides a survey of the main theoretical results for large dimensional factor models, emphasizing results that have implications for empirical work. The authors focus on the development of the static factor models and on the use of estimated factors in subsequent estimation and inference.

The book discusses how to determine the number of factors, how to conduct inference when estimated factors are used in regressions, how to assess the adequacy pf observed variables as proxies for latent factors, how to exploit the estimated factors to test unit root tests and common trends, and how to estimate panel cointegration models.