Sentence examples for from the data at hand from inspiring English sources

"Our study is the first to show empirically from the data at hand alone that the nitrogen isotope ratio in the atmosphere and how it has changed over time is a fingerprint of fertilizer use," said study leader Kristie Boering, a UC Berkeley professor of chemistry and of earth and planetary science.

While the reason(s) for this observation cannot be deduced from the data at hand, it is of interest to note that in this group proteins with functions in translation, mRNA processing, and histone modifications were overrepresented, indicative of a largely unexplored regulatory layer that may have a strong impact on Mn homeostasis.

Unlike the frequentist approach, in the Bayesian approach any a priori knowledge about the probability distribution function that one assumes might have generated the given data (in the first place) can be taken into account when estimating this distribution function from the data at hand.

In these cases, CIs can be estimated through resampling techniques, that involve withdrawing multiple new samples, called resamples, from the data at hand.

For example, to define the beta prior distribution placed on the rate parameter, Pagel et al. [2] used three different prior values, two of which were inferred from the data at hand.

The moments involved in the mean squared error are estimated from the data at hand.

These differences arise because priors play a crucial role in determining which areas of parameter space the values of the simulation will be drawn from, independent of the data at hand.

Here, he gives us an understanding of the Earth's carbon cycle by applying classical ideas from applied mathematics to the data at hand.

ILP was further used to combine the Boolean model with the experimental data by formulating an optimization problem that sought to minimize the mismatches between the predictions derived from the final network and the data at hand.

Third, the assumption that studies from the literature are exchangeable with the data at hand might not always hold.

The data at hand was the genome assembly from JGI, ESTs from GenBank, and our RNAseq reads.