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Analysis of Financial Time Series, Third Edition
book

Analysis of Financial Time Series, Third Edition

by RUEY S. TSAY
August 2010
Intermediate to advanced
701 pages
18h 7m
English
Wiley
Content preview from Analysis of Financial Time Series, Third Edition

9.2 Macroeconometric Factor Models

For macroeconomic factor models, the factors are observed and we can apply the least-squares method to the MLR model in Eq. (9.4) to perform estimation. The estimate is

inline

from which the estimates of inline and inline are readily available. The residuals of Eq. (9.4) are

inline

Based on the model assumption, the covariance matrix of inline is estimated by

inline

where inline is the (i, i)th element of inline. Furthermore, the R2 of the ith asset of Eq. (9.3) is

inline

where inline denotes the (i, i)th element of the matrix ...

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