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  • Search: subject:"Grouped variable approximate factor models"
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Factor analysis 1 Grouped variable approximate factor models 1 Instrumental variables 1 Time series 1
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Heaton, Chris 1 Solo, Victor 1
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Journal of Multivariate Analysis 1
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Estimation of high-dimensional linear factor models with grouped variables
Heaton, Chris; Solo, Victor - In: Journal of Multivariate Analysis 105 (2012) 1, pp. 348-367
We introduce a generalization of the approximate factor model that divides the observable variables into groups, allows for arbitrarily strong cross-correlation between the disturbance terms of variables that belong to the same group, and for weak correlation between the disturbances of...
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