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However, M-H is inefficient in searching complex likelihood functions, especially for the multimodal distribution functions, because of the sampling structure of M-H algorithm.
Sampling structure was designed to investigate trends between surface and subsurface samples, seasonal trends (winter, spring, summer, and fall), the direct influence of sewage treatment plants (upstream versus downstream), and the effect of downstream distance on pharmaceutical concentrations.
Surveys were merged with strata kept unique between years and districts to preserve the sampling structure.
The time domain autocorrelation could also be obtained from sparse sampling with nested sampling structure [11].
Hence, the spectrum efficiency is improved in the estimation using coprime sampling structure as well.
The architecture of the NYFR is shown in Fig. 1, which is a twice sampling structure.
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First, the sampling structures of the country samples are sometimes quite different.
The estimated autocorrelation using nested sampling and coprime sampling structures are plotted in Figures 11 and 12.
Ding and Lawrence [ 9] proposed to compute accessibilities by stochastically sampling structures from the Boltzmann ensemble.
But when implementing an experience-sampling procedure, one has to decide whether to choose a time-sampling structure of measurement points over an event-sampling one and if the measurement points should be randomised or not.
What is a sample structure for a teaching statement?
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