Blup.se - Best linear unbiased prediction - Wikipedia

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WEBIn statistics, best linear unbiased prediction (BLUP) is used in linear mixed models for the estimation of random effects. BLUP was derived by Charles Roy Henderson in 1950 but the term "best linear unbiased predictor" (or "prediction") …

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Best linear unbiased prediction - Wikipedia
wikipedia.org

https://en.wikipedia.org/wiki/Best_linear_unbiased_prediction

WEBIn statistics, best linear unbiased prediction (BLUP) is used in linear mixed models for the estimation of random effects. BLUP was derived by Charles Roy Henderson in 1950 but the term "best linear unbiased predictor" (or "prediction") …

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21. Best Linear Unbiased Prediction (BLUP) of Random …
github.io

https://dnett.github.io/S510/21BLUP.pdf

WEBTo be a BLUP, we require... 1 u^ to be a linear function of y, 2 u^ to be unbiased for u so that E(u^ u) = 0, and 3 Var(uˆ u) to be no “larger” than the Var(v u), where v is any other linear and unbiased predictor. Copyright c 2019 (Iowa State University)21. Statistics 510 13 / …

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BLUP for phenotypic selection in plant breeding and variety …
springer.com

https://link.springer.com/article/10.1007/s10681-007-9449-8

WEBJul 19, 2007 · Best linear unbiased prediction (BLUP) is a standard method for estimating random effects of a mixed model. This method was originally developed in animal breeding for estimation of breeding values and is now widely used in many areas of research.

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Understanding BLUEs, BLUPs, and breeding values in linear …
vsni.co.uk

https://vsni.co.uk/blogs/BLUPS_BLUES_breeding_values

WEBNov 2, 2021 · Best Linear Unbiased Estimates (BLUEs) are the solutions (or estimates) associated with the fixed effects and Best Linear Unbiased Predictions (BLUPs) are the solutions (but identified as predictions) associated with the random effects of a model. But what does Best Linear Unbiased mean? Henderson's MME and the animal model.

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Expanding the BLUP alphabet for genomic prediction adaptable …
nature.com

https://www.nature.com/articles/s41437-018-0075-0

WEBMay 16, 2018 · In this study, we found two ways to change the kinship derivation in the BLUP method that improve prediction accuracy while maintaining the computational advantage.

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Best Linear Unbiased Prediction: Applications | SpringerLink
springer.com

https://link.springer.com/chapter/10.1007/978-94-015-7833-2_12

WEBBest linear unbiased prediction (BLUP) can be thought of as best linear prediction (BLP) with one difference: the vector of fixed effects (α) associated with the vector of observations (y) is assumed known in BLP, but estimated in BLUP. Many of the steps...

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Best Linear Unbiased Prediction (BLUP) - Wiley Online Library
wiley.com

https://onlinelibrary.wiley.com/doi/abs/10.1002/9781118445112.stat08120

WEBNov 15, 2017 · Abstract. In this article, our aim is to outline basic properties of best linear unbiased prediction (BLUP). We first introduce the general linear model , where is the covariance matrix and the expectation of the response variable .

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Introduction to BLUP - Amazon Web Services
amazonaws.com

https://rstudio-pubs-static.s3.amazonaws.com/379395_b7e126f83d8c4168937fd18baa56af5d.html

WEBIntroduction. Best linear unbiased prediction (BLUP) was first derived by Charles (Chuck) Henderson while he was a graduate student at Iowa State College (now University).The challenge for animal breeders was that we were always interested in predicting the ‘breeding value’ (random variable) for animals. This was in contrast to many fields where …

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Selection Index and the Best Linear Unbiased Prediction
springer.com

https://link.springer.com/chapter/10.1007/978-3-030-83940-6_16

WEBJan 19, 2022 · The best linear unbiased prediction (BLUP) is a generalization of selection index where phenotypic values of all measured individuals are included in the index to predict the breeding value of a candidate, but the weights of the index can vary from one candidate to another.

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Random effect predictions table for Fit Mixed Effects Model
minitab.com

https://support.minitab.com/minitab/help-and-how-to/statistical-modeling/anova/how-to/mixed-effects-model/interpret-the-results/all-statistics-and-graphs/random-effect-predictions/

WEBThe Best Linear Unbiased Predictor (BLUP) for a specific level of a random factor term describes the effect of the term level on the response. Minitab uses these values to calculate the conditional fitted values for the given levels of …

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