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After that, two general methods of parameter estimation were applied to analyze the nanoindentation data and global optimal results were sought by multiple runs with the random starting values.
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Good mixing of the MCMC and reproducibility was established by multiple runs from independent starting points.
The 25-year-old actress is under a great deal of pressure to orchestrate a comeback before her star -- already tarnished by multiple run-ins with the legal system -- fades beyond repair.
Furthermore, we have found that the optimized CRs are sensitive to the choice of the initial random CRs, and performances can be improved by resorting to multiple runs with different initial conditions.
To further reduce variance and prevent artefacts caused by irregular movement, all results are averaged from multiple runs with different seeds.
As recommended by Hey & Nielsen [ 78] we first performed multiple runs, with an increasing number of steps and using wide priors and heating schemes to ensure that the complete posterior distribution could be obtained.
Preliminary control results are demonstrated using multiple runs with a laser-welding simulator.
Multiple runs with the impact device were conducted over the length of the CFRP test plate.
Data are collected from multiple runs with duplicate templates.
Data of real-time PCR is collected from multiple runs with duplicate templates.
In the STRUCTURE analyses, multiple runs with the same K lead to virtually the same result.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com