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"In recent years, there has been an increased availability of economic datasets that are characterised by a non-negligible amount of time-series information, as well as a large cross-section dimension. Unfortunately, in many cases, although the time-series dimension is not small anymore, it is not large enough for accurate estimation either. Examples of such datasets can be found in a variety of l ...