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There are many ways of constructing the proposal distributions for the importance sampling algorithm (Griffiths and Tavaré, 1994b; Stephens et al. 2001; Paul et al. 2011).
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Update stage: A statistical test on the auxiliary variable z is performed in order to decide whether to increase the number of points in (mathcal {S}_{t}) or not, defining a new support set, (mathcal {S}_{t+1}), which is used to construct the proposal at the next iteration.
This fall, CVS worked with the Pepsi Refresh Project to give $70,000 to construct the playground proposal from the public that had won the most votes on the project's Web site.
An implementation challenge for RJMCMC is the lack of a general way to construct the jump proposals such that detailed balance is preserved [ 42].
That year, progress started on constructing the Camden and Atlantic Railroad using the first proposal by Cook in 1852.
The San Diego Regional Coastal Commission disagreed with constructing the highway, among other development proposals for downtown Oceanside, due to concerns about destroying habitat along the river and the marsh areas.
Two essential ingredients of the algorithm are: 1) a Gaussian mixture (GM) model adaptively constructed as the proposal distribution to approximate the possibly multimodal target posterior, and 2) a mixture of polynomial chaos (PC) expansions, built according to the GM proposal, as a surrogate model to alleviate the computational burden caused by computational-demanding forward model evaluations.
However, Route 92 was shelved on December 1, 2006 in favor of widening the New Jersey Turnpike mainline, and only New Jersey Route 133 was constructed for the proposal.
A series of Arabidopsis circadian clock models were constructed following the proposal of its molecular network.
That would be followed by the request for proposals to firm up exactly how much constructing the wall would cost.
Workers constructing the building.
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