Sentence examples for associated inference from inspiring English sources
Results: We present a generative statistical model and associated inference methods that handle read mapping uncertainty in a principled manner.
Results: We present RNA-Seq models and associated inference algorithms based on the concept of probabilistic splice graphs, which alleviate these issues.
Although the description of the statistical model and associated inference algorithm used in MetAssign might seem daunting, the use of the system and interpretation of the output is easy.
The proposed estimator and associated inference are easy to implement, and the codes in MATLAB and an R package are available as a supplement to the paper.
The structure of the initial set totally determines the behavior of the associated inference relation, and the aim of this paper is to investigate in two directions the link that exists between a set of defaults and its induced inference relation.
Our model, its associated inference methods and arguments about its identifiability are all independent of the specific form of PSG used (e.g. a line or unfactorized graph).
Section 5 outlines the empirical findings and their associated inferences.
Subgroup analyses are challenging because several types of risks are associated with inference on subgroups.
Parametric bootstrap is a practical tool for addressing problems associated with inference from GLMMs by producing sensible estimates for standard errors.
More importantly, our analysis does, together with the analysis of Buschiazzo et al.[ 26], highlights some of the problems associated with inference of selection from dN/dS in systems without annotated genome data.
Gene regulation is a complex process involving multiple control steps at the chromatin, transcriptional and post-transcriptional level (Alberts et al., 2008); given the difficulty in measuring and modelling all of these individual processes, the identification of a suitable abstraction and associated statistical inference methodology is vital.
