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These initial density maps are then used as samples for simulating electron micrograph images at different tilt angles.
Initial density maps at 4 nm resolution are generated and used as samples for simulating electron micrograph images at different tilt angles.
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5000 scenarios are generated via the Latin hypercube sampling method for simulating uncertainties of electrical loads and wind generations in a 24-h period.
Section 2.2 in [ 8] contains results about various Gibbs-sampling schemes for simulating from a multivariate distribution.
Below we show specific results about the convergence rate ρ for Gibbs sampling algorithms for simulating from [ μ, g | y] in the marker-based model (1), where g is Gaussian and e is Gaussian.
It has been long known that Gibbs sampler is useful for simulating data from the joint posterior distribution (Gelfand et al.1990 Wakefield19966).1990 Wakefield1996
There are two conceptually distinct tasks in Markov chain Monte Carlo (MCMC): a sampler is designed for simulating a Markov chain and then an estimator is constructed on the Markov chain for computing integrals and expectations.
After 1e5 samples, the maximum bias for simulating two transient cases can be limited at 10.7%, and 17.9% respectively.
I evaluate the usefulness of the authors' method for simulating samples with GxE for future studies.
Methods for identifying the model parameters from a recorded accelerogram and for simulating sample functions are described.
(XLSX 9 kb) Additional file 3: R code for simulating sampling strategies.
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