Sentence examples for by examining the sample from inspiring English sources

Porphyroblastic crystals may grow before, during, or after an episode of deformation (pre-, syn-, and postkinematic growth, respectively); the relative timing of mineral growth and deformation can often be determined by examining the sample under a microscope.

Third, the asymptotic stability in probability of the system is analysed by examining the sample behaviors of the completely averaged Itô differential equation at its two boundaries.

The necessary and sufficient conditions for the asymptotic stability in probability of the trivial solution of the quasi-non-integrable-Hamiltonian system are then obtained approximately by examining the sample behaviors of the one-dimensional diffusion process of the square-root of averaged Hamiltonian at the two boundaries.

Then, the miRNA activity changes across different classes of samples are investigated by examining the sample scores via Kruskal-Wallis test, which tests the null hypothesis that all classes have identical miRNA activity.

We diagnosed sampling adequacy by examining the effective sample sizes (ESS) using Tracer 1.5 [ 22], and stopped the runs when the parameter values of the combined runs all had ESS > 300.

By examining the finite sample properties of the Fourier estimator, an easy-to-implement procedure is developed for the optimal cutting frequency which minimizes the mean squared error in the presence of the microstructure noise, along with a modified Whittle likelihood approach for the estimation of the signal-to-noise ratio.

We evaluated the performance of NLMM against SEM across several scenarios by examining the following: Sample size: ranging from 100 to 1000.

We verified the convergence of runs by examining the effective sample size of the likelihood and posterior probability parameters for each analysis (>100 parameters) and by visually inspecting the likelihood and posterior probability distributions across independent runs.

Adequate mixing was determined by examining the effective sample size and parameter trace values as visualized in the program TRACER v1.4 [ 40] and the two runs were combined to obtain an overall estimate of the posterior distribution of parameters.

The program TRACER v. 1.5 [ 103] was used to ensure that the Markov chains had reached stationarity by examining the effective sample size (ESS) values and also to determine the correct number of generations to discard as a burn-in for the analysis (first 10%).

These studies were confirmed by examining the corroded samples under scanning electron microscopy.