Sentence examples for inference stemming from from inspiring English sources

First, the limitation in causal inference, stemming from the cross-sectional nature of the study, would theoretically affect the temporality of the association.

Bayesian inference stems from the posterior distribution, that is, the conditional distribution of the model parameters given the observed data p θ | C h o l R, where θ denotes the vector of all model parameters, Chol R ) the data vector, p represents the probability density function.

This inference stems from the finding that long GAA repeats suppress transcription of a nearby reporter gene 69; moreover, chromatin immunoprecipitation (ChIP) experiments show a significant enrichment in heterochromatin marks such as hypoacetylation of specific lysine residues on histones around the trinucleotide repeats and on the promoter.

Another argument in favor of these inferences stems from the linear relationship between the average gene length of gene families belonging to the respective functional classes and the proportion of genes with repeats in these classes.

Maintain that knowledge is that which is garnered through the channels of sense perception and inferences which stem from such should form the basis of theories or beliefs.

This introduces an additional source of uncertainty beyond model and measurement error – uncertainty stemming from relying on inexact inference rules.

In addition to the "usual" error expected in phylogenetics – incorrect gene trees owing to noise in the sequence data or bias in the inference – there is an additional important source of error stemming from incorrect rooting of the gene tree.

Estimation involves a flow backwards from the combined information to θ. Carrying out such inference in a principled manner is not straightforward and poses a number of challenges stemming from the multiplicity and the limitations in the available data sources.

The development of methods for pathway inference from metagenomics data is of paramount importance to link a phenotype to a cascade of events stemming from a series of connected sets of genes or proteins.

Hypotheses stemming from different research traditions should be tested (concurrently) under different situations, to make inferences about specificity and generalizability.

I hypothesize that the interventionist approach to causal inference in epidemiology stems from elevating the randomized trial design to the gold standard for thinking about causal inference.