[PDF] Top 20 A variance component based gene burden test
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A variance component based gene burden test
... and gene-specific kinship estimates that proved to be informative for our test and allowed us to detect the MAP4 causal gene at a genome-wide significance ...our test statistic show no ... See full document
5
Modeling methylation data as an additional genetic variance component
... for gene expression ...a gene were collected and a genetic relationship matrix estimated to represent the overall correlation between ...association test to screen genes whose methylation patterns ... See full document
6
A Cure for Variance Inflation in High Dimensional Kernel Principal Component Analysis
... and test sets where drawn as explained above and kPCA was ...result based on renormalizing according to the leave-one-out ...the test set when this renormalized LOOCV error is less than the estimated ... See full document
18
Assessing Complex Genetic Effects Using Variance Component Based Marker-set Methods.
... risk, gene set association ap- proaches offer great potential but encounter challenges brought by the large amount of informa- tion in the existing association study data ...both gene set level and ... See full document
105
Boosting Gene Mapping Power and Efficiency with Efficient Exact Variance Component Tests of Single Nucleotide Polymorphism Sets
... We evaluate the performance of our approximation for eLRT and eRLRT using simulations. Scatter plots of pvalues from approximation method against no approximation are shown in Figure 1. Phenotypes are simulated under the ... See full document
28
\(W_{d}^{*}\)-test: robust distance-based multivariate analysis of variance
... immune gene expression [13]—highlighting the increasing importance of statistical methods to analyze clusters of microbes-genes while also taking into account patient-level ... See full document
9
Bayesian Mapping of Quantitative Trait Loci Under the Identity-by-Descent-Based Variance Component Model
... Variance component analysis of quantitative trait loci (QTL) is an important strategy of genetic mapping for complex traits in ...of gene actions. The variance component method is ... See full document
12
An adaptive gene based test for methylation data
... 2 variance components: first, instead of using the kinship matrix, we used a ran- dom set of 20,000 SNPs from the GOLDN GWAS data to estimate the GRM; second, we created a within-family correlation matrix with ... See full document
5
Permutation-based variance component test in generalized linear mixed model with application to multilocus genetic association study
... ance component is equal to zero within the mixed ef- fects models ...The variance component test has long been a statistical challenge and received much attention in the literature; see for ... See full document
9
Finding potential cis regulatory loci using allele specific chromatin accessibility as weights in a kernel based variance component test
... kernel-based variance component test was able to prioritize noncoding variation from whole-genome se- quencing data based on their potential to regulate gene ... See full document
6
A variance component method for integrated pathway analysis of gene expression data
... simulated based in part on genetic variation in cis-regulatory and coding variants with a real effect on the messenger RNA (mRNA) probes drawn from the data set ...“pathway” based on each ... See full document
6
Analysis of cellulose microfibril angle using a linear mixed model in Pinus taeda clones
... same variance for the MFA, and regardless of the distance between rings, all the pairs of the rings have the same ...the variance is equal for all of the ...co- variance structure for prediction of ... See full document
14
Deconvolution of transcriptomes and miRNomes by independent component analysis provides insights into biological processes and clinical outcomes of melanoma patients
... We implemented a robust consensus ICA method and applied it to several datasets from patients with SKCM. These included (a) a large cohort of SKCM patients from TCGA used as discovery set; (b) an independent cohort of 44 ... See full document
17
A statistical test on the local effects of spatially structured variance
... Furthermore, the obtained results show that LOSH is closely correlated with general non-spatial variability, which hampers the separation of genuinely spatial from other effects. In contrast, LSD is uncorrelated with ... See full document
35
Ratooning and Combining Ability Analysis through Line × Tester Mating Design in Interspecific Cotton Hybrids (G. hirsutum × G. barbadense)
... of variance for combining ability The analysis of variance for combining ability for the all characters was presented in Table ...The variance due to lines was highly significant for all characters ... See full document
12
Application of the fractometer for crushing strength: juvenile-mature wood demarcation in Taiwania (Taiwania cryptomerioids)
... This cited that the age of the juvenile–mature wood transition was set at a point where the variance com- ponent due to the effect of ring position reached 0%. In these articles, the tracheid length, specific ... See full document
6
Combining Different Line Crosses for Mapping Quantitative Trait Loci Using the Identical by Descent-Based Variance Component Method
... estimated variance of the QTL cannot be extrapolated beyond the statistical inference space of the two parental ...QTL variance, we present a consensus QTL mapping ...(IBD)-based variance ... See full document
8
Spiral model for component-based software development
... components based software development. Component is a ready-made code or reusable ...of component based development process is development time and cost both will be ...So Component ... See full document
8
Component Based Software Development Life Cycle Models: A Comparative Review
... that component based development process is different from non-component based development and found the new problems that arise due to component selection and ...by component ... See full document
7
The effect of variance and tails of test on sample size determination
... The aim of this study was to employ formula for determining representative sample size, when simple random sampling technique is used test from one tail and two tails. at the level of significant , depending on ... See full document
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