Authors
M Hashem Pesaran, Takashi Yamagata
Publication date
2008/1/1
Journal
Journal of econometrics
Volume
142
Issue
1
Pages
50-93
Publisher
North-Holland
Description
This paper proposes a standardized version of Swamy's test of slope homogeneity for panel data models where the cross section dimension (N) could be large relative to the time series dimension (T). The proposed test, denoted by Δ˜, exploits the cross section dispersion of individual slopes weighted by their relative precision. In the case of models with strictly exogenous regressors, but with non-normally distributed errors, the test is shown to have a standard normal distribution as (N,T)→j∞ such that N/T2→0. When the errors are normally distributed, a mean-variance bias adjusted version of the test is shown to be normally distributed irrespective of the relative expansion rates of N and T. The test is also applied to stationary dynamic models, and shown to be valid asymptotically so long as N/T→κ, as (N,T)→j∞, where 0⩽κ<∞. Using Monte Carlo experiments, it is shown that the test has the correct size and …
Total citations
201320142015201620172018201920202021202220232024374870961291862503135148121079724
Scholar articles
MH Pesaran, T Yamagata - Journal of econometrics, 2008