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MCMC gains its popularity due to its easy implementation, ability to generate statistically samples from a target high dimensional distribution, good inference performance, and convenience for statistical analysis of results.
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As greater numbers of OGD initiatives move from planning to implementation, the ability to track their spread and measure their impact is vital to ensure the full benefits of such programmes are unlocked.
Finally, we present an empirical analysis that includes all the queries from the TPC-W benchmark and validates our implementation's ability to maintain nearly constant high-quantile query and update latency even as an application scales to hundreds of machines.
We studied process indicators related to implementation fidelity (ability to delivery interventions as planned) and two indicators of community response ((1) participation in community events; (2) additional participants who joined the endline survey (as a measure of the indirect effect of interventions)).
Two studies [ 2, 3] have classified mappers using a wide variety of features that include: the type of data, their application, the sequencing platform, the read length, the allowed error rate, parallel implementation, the ability to deal with multi-mapped reads (i.e. reads aligned to multiple locations), the input and output formats, and the available parameters.
4 The potential value of understanding how actual implementation differs from planned implementation includes the ability to explain null trial findings or to identify issues important to the transferability of an effective intervention outside experimental conditions.
The feasible ranges of kinetic parameters and decay rates to be designed are also specified beforehand according to the implementation ability of biotechnology.
Our mobile IP implementation emphasizes the ability to "visit" networks that are operated by different authorities.
Furthermore, the techniques are assessed with regards to ease of implementation and the ability to cope with challenges such as increase in manufacturing induced process variations.
An important aspect in process analysis, modeling, and implementation is the ability to handle any change to the process design over time.
While yielding an optimal precision and convergence rate, other principal advantages of HIFEM include the ease of implementation and the ability to compute enriched solutions for a variety of complex materials interface configurations.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com