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   Articles with "variance component" as a keyword



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Variance component estimations and mega‐environments for sweetpotato breeding in West Africa

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recommendations! Published in 2020 at "Crop Science"

DOI: 10.1002/csc2.20034

Abstract: Abstract The current study was aimed at identifying mega‐environments in Ghana and evaluating adaptability of superior sweetpotato [Ipomoea batatas (L.) Lam.] genotypes from a targeted breeding effort. Three sets of genotypes were evaluated in multi‐environment… read more here.

Keywords: estimations mega; mega environments; environment; variance component ... See more keywords

The application of least-square collocation and variance component estimation in crossover analysis of satellite altimetry observations and altimeter calibration

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recommendations! Published in 2019 at "Journal of Operational Oceanography"

DOI: 10.1080/1755876x.2019.1681873

Abstract: ABSTRACT In this study, the collocation method accompanied with variance component estimation is used for least square adjustment of crossover observations in order to determine the effects of radial errors on the observations of satellite… read more here.

Keywords: variance; variance component; least square; component estimation ... See more keywords
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Non-negative variance component estimation for the partial EIV model by the expectation maximization algorithm

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recommendations! Published in 2020 at "Geomatics, Natural Hazards and Risk"

DOI: 10.1080/19475705.2020.1785955

Abstract: Abstract A difficulty in variance component estimation (VCE) is that the estimates may become negative, which is not acceptable in practice. This article presents two new methods for non-negative VCE that utilize the expectation maximization… read more here.

Keywords: component estimation; expectation maximization; variance; non negative ... See more keywords

Fast and reliable confidence intervals for a variance component

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recommendations! Published in 2024 at "Biometrika"

DOI: 10.1093/biomet/asaf010

Abstract: We show that in a variance component model, confidence intervals with asymptotically correct uniform coverage probability can be obtained by inverting certain test-statistics based on the score for the restricted likelihood. The results apply in… read more here.

Keywords: intervals variance; fast reliable; reliable confidence; confidence intervals ... See more keywords

Efficient ReML inference in variance component mixed models using a Min-Max algorithm

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recommendations! Published in 2022 at "PLoS Computational Biology"

DOI: 10.1371/journal.pcbi.1009659

Abstract: Since their introduction in the 50’s, variance component mixed models have been widely used in many application fields. In this context, ReML estimation is by far the most popular procedure to infer the variance components… read more here.

Keywords: reml; variance component; variance; component mixed ... See more keywords

MM ALGORITHMS FOR VARIANCE COMPONENT ESTIMATION AND SELECTION IN LOGISTIC LINEAR MIXED MODEL.

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recommendations! Published in 2019 at "Statistica Sinica"

DOI: 10.5705/ss.202017.0220

Abstract: Logistic linear mixed models are widely used in experimental designs and genetic analyses of binary traits. Motivated by modern applications, we consider the case of many groups of random effects, where each group corresponds to… read more here.

Keywords: variance; variance component; linear mixed; model ... See more keywords