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The Ratio of Variances in a Variance Components Model [PDF]

open access: bronzeThe Annals of Mathematical Statistics, 1955
1. The general incomplete block variance components model. Suppose that yij for i = 1, * ,u, and j = 1, * ,b are independent and normal for given ti I., I tu with means E(yij I t) = nij(ti + bj) and v-ariance a2.
William A. Thompson
openalex   +4 more sources

Efficient variance components analysis across millions of genomes [PDF]

open access: yesNature Communications, 2020
Variance components analysis may be used for a variety of applications including heritability estimation and association mapping. Here, the authors present a computationally efficient method, scalable to extremely large GWAS datasets, and use it for ...
Ali Pazokitoroudi   +6 more
doaj   +2 more sources

On quadratic estimates of variance components

open access: bronzeThe Annals of Mathematical Statistics, 1952
In this paper quadratic estimates of variance components are considered. For the general balanced nested classification with no specific distributions assumed, it is shown that the quadratic estimate which is unbiased and which has minimum variance is given by the analysis of variance method of estimating the variance components.
Franklin A. Graybill
openalex   +7 more sources

Estimating variance components in population scale family trees. [PDF]

open access: yesPLoS Genetics, 2019
The rapid digitization of genealogical and medical records enables the assembly of extremely large pedigree records spanning millions of individuals and trillions of pairs of relatives.
Tal Shor   +4 more
doaj   +2 more sources

Kriging with Unknown Variance Components for Regional Ionospheric Reconstruction [PDF]

open access: yesSensors, 2017
Ionospheric delay effect is a critical issue that limits the accuracy of precise Global Navigation Satellite System (GNSS) positioning and navigation for single-frequency users, especially in mid- and low-latitude regions where variations in the ...
Ling Huang   +5 more
doaj   +2 more sources

Minimum variance quadratic unbiased estimation of variance components

open access: bronzeJournal of Multivariate Analysis, 1971
AbstractThe variance of a quadratic function of the random variables in a linear model is minimized to obtain locally best unbiased estimators (MIVQUE) of variance components. Condition for such estimators to be independent of the kurtosis of the variables is given.
C. Radhakrishna Rao
openalex   +3 more sources

On the estimation of genetic parameters via variance components [PDF]

open access: bronzeGenetics Selection Evolution, 1983
Schneeberger M, Hagger C, Dempfle L
doaj   +2 more sources

A link function approach to heterogeneous variance components [PDF]

open access: bronzeGenetics Selection Evolution, 1998
d'Arnoldi Caroline   +2 more
doaj   +2 more sources

On the Correlation between Random Variables and their Principal Components [PDF]

open access: yesZeszyty Naukowe Warszawskiej Wyższej Szkoły Informatyki, 2023
The article attempts to find an algebraic formula describing the correlation coefficients between random variables and the principal components representing them.
Zenon Gniazdowski
doaj   +1 more source

Watermark Embedding Scheme with Variance of Chromatic Components

open access: yesEngineering Proceedings, 2023
This paper contains the idea of inserting a watermark with the variance of color components of the image. The color image is converted into CIE color space.
Dur-e-Jabeen   +5 more
doaj   +1 more source

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