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Multidimensional Interactive Fixed-Effects. (arXiv:2209.11691v1 [econ.EM])
Sept. 26, 2022, 1:11 a.m. | Hugo Freeman
cs.LG updates on arXiv.org arxiv.org
This paper studies a linear and additively separable model for
multidimensional panel data of three or more dimensions with unobserved
interactive fixed effects. Two approaches are considered to account for these
unobserved interactive fixed-effects when estimating coefficients on the
observed covariates. First, the model is embedded within the standard
two-dimensional panel framework and restrictions are derived under which the
factor structure methods in Bai (2009) lead to consistent estimation of model
parameters. The second approach considers group fixed-effects and kernel …
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