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 …

arxiv effects fixed-effects interactive multidimensional

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