Sentence examples for model assumptions using from inspiring English sources

Attention was paid to the validity of statistical model assumptions using graphical and other approaches.

Genetic diversity measures were arcsine-transformed [ 80] and analyzed under the general linear model assumptions using R [ 81].

Another interesting area of future research would be to study robust models for various violations of model assumptions using double hierarchical generalized linear models [ 7, 34].

The fit of a particular model can be assessed by comparing the empirical abundance values, A, to maximum likelihood estimates of expected rates which satisfy the model assumptions, using the model deviance statistic, D = 2 ∑ Y log ⁡ Y E ^ where the summation is over all 266 cells in the 19 × 7 × 2 contingency table.

This chapter provides a review of the data supporting hydrogen embrittlement processes and damage model assumptions used here to develop analytical models for strain rate effects on hydrogen-assisted fracture of metals.

Based on two model assumptions used to simulate the peat system, (a burn scar totaling 70 cm in depth, and the soil carbon accumulation rate of 0.36 t C/ha−1/year−1 for Atlantic white cedar), the total soil carbon loss from the South One and Lateral West fires would take approximately 1740 years to re-amass.

This suggests that the model assumptions used by EM are reasonable, at least on this dataset.

Data heterogeneity due to using multiple populations may conflict with model assumptions used in linear regression methods.

This allowed us to create a unifying framework composed of generic model structures that make explicit the variety of model assumptions used with regard to within-host and population-level competition between antibiotic-sensitive and -resistant strains.

We next compared the estimates of the EM and JR methods on a real set of Drosophila RNA-Seq data to assess the impact of the model assumptions used by EM.

We will focus our discussion on the BEAST results, which we consider to be more robust due to the more realistic model assumptions used, including the relaxed molecular clock model that accounts for rate variation across lineages, as well as Birth-Death tree model accounting for extinction [ 65].