Sentence examples for based on datasets with from inspiring English sources

Population profiles from each version of the data represent Butajira's population composition well and differences between population pyramids based on datasets with age and sex errors are subtle.

We tested the effect of different imputation approaches by comparing the accuracy of breeding value predictions based on datasets with missing values imputed by different methods.

Further, in the case of Human parechovirus, three BEAST analyses of three different genomic regions based on datasets with a range of 29 199 taxa also produced nearly identical substitution rates [ 55, 60].

Different from this type of descriptive accounts of aggregated data, analytical epidemiology is about aetiological hypotheses testing and statistical inference based on datasets with individual level records that allow control for confounders.

It was also manifested in a higher frequency of failure of the mixed models to converge in scenarios 4 to 6 than in scenarios 1 to 3. We recall that both sets of scenarios are based on datasets with the exact same sample size and outliers.

But a comparison of scenarios 1 to 3 with 4 to 6, all of which are based on datasets with the same sample size but different genetic variances, makes it apparent that reducing the genetic variance markedly reduces predictive accuracy, even in the absence of outliers.

The analysis was also repeated based on datasets simulated with no effect of the covariate on any PK parameter ("non-informative"), with similar PK parameters to the "moderately informative" scenario, except for the covariate effect.

Analysis of occupant satisfaction, in terms of comfort with the amount of light and visual conditions, based on datasets from offices with variable accessibility to shading and lighting control, reveals a strong preference for customized indoor climate, along with a relationship between occupant perception of control and acceptability of a wider range of visual conditions.

The relationship between Holosticha and Psammomitra hypothesized by Lynn [1] and Berger [9] was confirmed by both previous [22] and present analyses except in trees based on single-gene datasets and in those based on datasets containing alpha-tubulin information with two genes combined (Fig. 2 4).

In a similar manner, simulated paired-end reads of lengths 76 and 35 bp were also generated with error profiles based on datasets ERR007826 and ERR000408, respectively.

Thus, for scenarios 4 to 6 and 9 to 10 based on the datasets with reduced genetic variances, there was a clear increase in the number of datasets for which the mixed models failed to converge as the magnitude of the outliers increased.