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Limit theory is developed for the dynamic panel GMM estimator in the presence of an autoregressive root near unity. In … Cauchy limit theory holds sequentially and jointly as (n,T) → ∞ with no restriction on the divergence rates of n and T. When …
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It is well-known that maximum likelihood (ML) estimation of the autoregressive parameter of a dynamic panel data model with fixed effects is inconsistent under fixed time series sample size (T) and large cross section sample size (N) asymptotics. The estimation bias is particularly relevant in...
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We discuss some conceptual and practical issues that arise from the presence of global energy balance effects on station level adjustment mechanisms in dynamic panel regressions with climate data. The paper provides asymptotic analyses, observational data computations, and Monte Carlo...
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