Thus, to assess the expression variation independent of mean expression, I took residuals of the regression of the SD on mean as a measure of expression plasticity.
To assess the expression variation independent of mean expression level, I took residuals of the regression of the SD on mean as a measure of expression plasticity.
Generally, for each of these simplified models (i), the regression coefficient of the SNP effect (fitted as a covariate according to the number of reference alleles in the genotype, i.e. 0, 1 or 2) is estimated by the general least squares estimator β ^ i.
Each entry (i, j ) of C represents the partial regression coefficient of the regression of gene i on SNP j.
The within-cluster part is given by X ij, which is the score on covariate X ij for subject i in cluster j, and by the regression of Y ij on X ij (i.e., the within-cluster effect, given by γW).
Bayes C and BLASSO tended to produce deflated predictions (i.e. slope of the regression of dEBV on DGV greater than 1).
B is a p × p matrix of gene-to-gene causal effects, where the element β i j represents the partial regression coefficient of the regression of gene i on gene j.
The global regression model can be expressed as (1) y i = β 0 u i, v i + ∑ k β k u i, v i x i k + ε i, i = 1,2, …, n, where (u i, v i ) is the spatial coordinate of sample point i and β k (u i, v i ) is the regression coefficient of sample point i. ε i is the random error of the independent distribution, which is usually assumed to obey a normal distribution.
Because of the age dependence of S-IGF-I S-IGF-I S-IGF-Ie also expressed as SD scores calculathe from the regression of IGF-I values in a healthy reference population.
Meanwhile, bilateral inguinal lymph node metastases grew without reductions within the same patient in case 1. Disease progression may occur as part of a "mixed response", i.e., the regression of some lesions and apparent progression of others.
In these analyses the traditional Haseman-Elston analysis for a quantitative trait (i.e. the regression of the squared traits difference on the IBD estimate) was performed on full sib relationships under a multipoint approach.
