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Large Dimensional Factor Analysis Jushan Bai

Large Dimensional Factor Analysis By Jushan Bai

Large Dimensional Factor Analysis by Jushan Bai


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Summary

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.

Large Dimensional Factor Analysis Summary

Large Dimensional Factor Analysis by Jushan Bai

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.

Table of Contents

1 Introduction. 2 Factor Models. 3 Principal Components and Related Identities. 4 Theory: Stationary Data. 5 Applications. 6 Panel Regression Models with a factor Structure in the Errors. 7 Theory: Non-Stationary Data. 8 How Precise are the Factor Estimates? 9 Conclusions. References.

Additional information

NLS9781601981448
9781601981448
1601981449
Large Dimensional Factor Analysis by Jushan Bai
New
Paperback
now publishers Inc
2008-06-04
92
N/A
Book picture is for illustrative purposes only, actual binding, cover or edition may vary.
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