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Random errors (37.1% of total variance) stemming from selection process (Operator) because of the enormity of food items listed in the database and system errors (59.5% of total variance) due to measurements (units, tools and procedures) variations.
This owes in part to the non-linear nature of the link function, non-constant residual variance stemming from the mean-variance link, and the resulting lack of closed-form expressions for the marginal correlations.
We were interested in the amount of heterogeneity, i.e. of additional variance stemming from differences between centres.
Heritability is estimated as the ratio of VA to the total variance Vp (Vp = VA + VE + Ve) and can be interpreted as the proportion of total variance stemming from among-individual variance that derives from the pedigree.
Besides a potential inflation of marker-explained variance stemming from LD between markers, it should also be noted that the detection of imprinting relies mainly on the comparison between heterozygotes, which might be confounded by dominance under some circumstances.
Then, to illustrate the statistical fundaments for the transcriptogram method, we consider gene expression from different microarray experiments and calculate the variance stemming from the variability in the technique and then that originating in the biological variance.
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However, while genetically determined elements signal an individual's life history strategy (see [6] [8] for reptiles and [9] for insects), environmental variance stems from nutritional conditions [1] [4] and health status [10] [12].
Thus, in multi-centre studies like the IMAGE project one might arrive at a conflict between a gain in statistical power by enlarging the sample size and a loss of power due to greater variance of data stemming from differences between centres.
This unaccounted variance could stem from destination country factors such as discrimination.
Any variance that stems from time-invariant differences among the units of analysis can be absorbed, i.e., controlled for, by the usage of firm fixed effects.
In other words, CNVs only partly account for the differences in expression between individuals, while a large portion of the variance must stem from other sources.
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