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We also report estimates extending the sample through 2014.
For the analysis of wages and employment, this implies extending the sample period through 2004, which unfortunately does not provide as much "updating" as we would like.
Whereas biodiversity pattern from samples within closed canopy rain forest was difficult to interpret, extending the sample base to include a wider variety of land cover and land use greatly improved interpretation of plant and animal distribution.
In the same direction, but focused on the American economy, is the estimation of Kim and Nelson (1999), who apply the model of Hamilton (1989) extending the sample until the late 1990s, and find that the periods of recession are not correctly identified.
In addition, analyzing the firm's praxeology in the temporal dynamics requires other methodological orientations, such as extending the sample to other entrepreneurs in various branches of activity, as well as involving other territorial players and different stakeholders directly involved (e.g., Gérard and Dokou 2001).
In all other respects the models are the same as those for Tables 5, 6 and 7. Estimates are also robust to estimating on females only, to extending the sample to include those with youngest child aged 6 on 30th June 2008 (censored at 30th June 2009), and to inclusion in (1) of a (gamma-distributed) term for unobserved heterogeneity.
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Fortunately, this loss could be significantly diminished by extending the sampling window by only two symbol durations.
The samples up to time k are also assumed to be generated by extending the samples of the path up to time k−1.
Otherwise it can be achieved by extending the sampling process (for example, by visiting more randomly-selected households than were initially specified).
Fortunately, by extending the sampling window by only two symbol durations on each side (left (text {for}~R^{text {Gauss}}_{sp+}~text {and}~ R^{text {QAM}}_{sp+}right)), these losses can be significantly reduced.
We can perform inference for this model using MCMC sampling, by extending the sampler in section 5.1 of (Teh et al., 2006) in the following way.
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