Alternative Derivations of Best Linear Unbiased Prediction (BLUP) in the Mixed Model

The misuse of BLUP in ecology and evolution.

Hadfield, JD
Wilson, AJ
Garant, D
Sheldon, BC
Kruuk, LE

January 2010

Best linear unbiased prediction (BLUP) is a method for obtaining point estimates of a random effect ...

The misuse of BLUP in ecology and evolution.

Hadfield, J
Wilson, A
Garant, D
Sheldon, B
Kruuk, L

January 2010

Best linear unbiased prediction (BLUP) is a method for obtaining point estimates of a random effect ...

On a stronger-than-best property for best prediction

Teunissen, P.J.G.

August 2007

The minimum mean squared error (MMSE) criterion is a popular criterion for devising best predictors....

Best Linear Unbiased Estimation in Mixed Models of the Analysis of Variance

Searle, S. R.
Cornell University. Biometrics Unit.
Cornell University. Dept. of Biometrics.
Cornell University. Dept. of Biological Statistics and Computational Biology.

December 1984

15 pages, 1 article*Best Linear Unbiased Estimation in Mixed Models of the Analysis of Variance* (Se...

Built-In Restrictions on Best Linear Unbiased Predictors (BLUP) of Random Effects in Mixed Models

Searle, Shayle R.
Cornell University. Biometrics Unit.
Cornell University. Dept. of Biometrics.
Cornell University. Dept. of Biological Statistics and Computational Biology.

January 1994

This issue was undated. The date given is an estimate.6 pages, 1 article*Built-In Restrictions on Be...

Descriptive statistics of best linear unbiased predictors (BLUPs) for three traits in two planting densities.

Zhangxiong Liu (2872922)
Huihui Li (227521)
Xuhong Fan (3159708)
Wen Huang (186929)
Jiyu Yang (3159714)
Candong Li (450998)
Zixiang Wen (3159711)
Yinghui Li (237776)
Rongxia Guan (2872931)
Yong Guo (169213)
Ruzhen Chang (3159717)
Dechun Wang (3159705)
Shuming Wang (2161528)
Li-Juan Qiu (464939)

July 2016

<p>Descriptive statistics of best linear unbiased predictors (BLUPs) for three traits in two plantin...

Built-in restrictions on best linear unbiased predictors (BLUP) of random effects in mixed models

Shayle R. Searle

January 1997

In the usual mixed model of analysis of variance we show that certain sums of best linear unbiased p...

The Matrix Handling of BLUE and BLUP in the Mixed Linear Model

Searle, Shayle R.
Cornell University. Biometrics Unit.
Cornell University. Dept. of Biometrics.
Cornell University. Dept. of Biological Statistics and Computational Biology.

May 1995

18 pages, 1 article*The Matrix Handling of BLUE and BLUP in the Mixed Linear Model* (Searle, Shayle ...

Some remarks on a pair of seemingly unrelated regression models

Hou Jian
Zhao Yong

August 2019

Linear regression models are foundation of current statistical theory and have been a prominent obje...

"BLUP" Estimation in Hierarchical Models

McCulloch, Charles E.
Feng, Ziding
Cornell University. Biometrics Unit.
Cornell University. Dept. of Biometrics.
Cornell University. Dept. of Biological Statistics and Computational Biology.

September 1998

13 pages, 1 article*"BLUP" Estimation in Hierarchical Models* (McCulloch, Charles E.; Feng, Ziding) ...

A further prediction method in linear mixed models: Liu prediction

Özkale M.R.
Kuran Ö.

January 2018

We propose the Liu estimator and the Liu predictor via the penalized log-likelihood approach in line...

Simultaneous prediction in the generalized linear model

Bai Chao
Li Haiqi

August 2018

This paper studies the prediction based on a composite target function that allows to simultaneously...

peikangyao-thesis_paper1_2_3_4_5g.doc 2/1/2007 Comparison of the performance of best linear unbiased predictors (BLUP)

Peikang Yao
Edward J. Stanek Iii
Peikang Yao

June 2015

The best linear unbiased predictors (the Cluster mean, the Mixed model, Scott & Smith’s predicto...

Some remarks on comparison of predictors in seemingly unrelated linear mixed models

Güler, Nesrin
Eriş Büyükkaya, Melek

January 2022

summary:In this paper, we consider a comparison problem of predictors in the context of linear mixed...

Some remarks on comparison of predictors in seemingly unrelated linear mixed models

Güler, Nesrin
Eriş Büyükkaya, Melek

January 2022

summary:In this paper, we consider a comparison problem of predictors in the context of linear mixed...

The misuse of BLUP in ecology and evolution.

Hadfield, JD
Wilson, AJ
Garant, D
Sheldon, BC
Kruuk, LE

January 2010

Best linear unbiased prediction (BLUP) is a method for obtaining point estimates of a random effect ...

The misuse of BLUP in ecology and evolution.

Hadfield, J
Wilson, A
Garant, D
Sheldon, B
Kruuk, L

January 2010

Best linear unbiased prediction (BLUP) is a method for obtaining point estimates of a random effect ...

On a stronger-than-best property for best prediction

Teunissen, P.J.G.

August 2007

The minimum mean squared error (MMSE) criterion is a popular criterion for devising best predictors....

Best Linear Unbiased Estimation in Mixed Models of the Analysis of Variance

Searle, S. R.
Cornell University. Biometrics Unit.
Cornell University. Dept. of Biometrics.
Cornell University. Dept. of Biological Statistics and Computational Biology.

December 1984

15 pages, 1 article*Best Linear Unbiased Estimation in Mixed Models of the Analysis of Variance* (Se...

Built-In Restrictions on Best Linear Unbiased Predictors (BLUP) of Random Effects in Mixed Models

Searle, Shayle R.
Cornell University. Biometrics Unit.
Cornell University. Dept. of Biometrics.
Cornell University. Dept. of Biological Statistics and Computational Biology.

January 1994

This issue was undated. The date given is an estimate.6 pages, 1 article*Built-In Restrictions on Be...

Descriptive statistics of best linear unbiased predictors (BLUPs) for three traits in two planting densities.

Zhangxiong Liu (2872922)
Huihui Li (227521)
Xuhong Fan (3159708)
Wen Huang (186929)
Jiyu Yang (3159714)
Candong Li (450998)
Zixiang Wen (3159711)
Yinghui Li (237776)
Rongxia Guan (2872931)
Yong Guo (169213)
Ruzhen Chang (3159717)
Dechun Wang (3159705)
Shuming Wang (2161528)
Li-Juan Qiu (464939)

July 2016

<p>Descriptive statistics of best linear unbiased predictors (BLUPs) for three traits in two plantin...

Built-in restrictions on best linear unbiased predictors (BLUP) of random effects in mixed models

Shayle R. Searle

January 1997

In the usual mixed model of analysis of variance we show that certain sums of best linear unbiased p...

The Matrix Handling of BLUE and BLUP in the Mixed Linear Model

Searle, Shayle R.
Cornell University. Biometrics Unit.
Cornell University. Dept. of Biometrics.
Cornell University. Dept. of Biological Statistics and Computational Biology.

May 1995

18 pages, 1 article*The Matrix Handling of BLUE and BLUP in the Mixed Linear Model* (Searle, Shayle ...

Some remarks on a pair of seemingly unrelated regression models

Hou Jian
Zhao Yong

August 2019

Linear regression models are foundation of current statistical theory and have been a prominent obje...

"BLUP" Estimation in Hierarchical Models

McCulloch, Charles E.
Feng, Ziding
Cornell University. Biometrics Unit.
Cornell University. Dept. of Biometrics.
Cornell University. Dept. of Biological Statistics and Computational Biology.

September 1998

13 pages, 1 article*"BLUP" Estimation in Hierarchical Models* (McCulloch, Charles E.; Feng, Ziding) ...

A further prediction method in linear mixed models: Liu prediction

Özkale M.R.
Kuran Ö.

January 2018

We propose the Liu estimator and the Liu predictor via the penalized log-likelihood approach in line...

Simultaneous prediction in the generalized linear model

Bai Chao
Li Haiqi

August 2018

This paper studies the prediction based on a composite target function that allows to simultaneously...

peikangyao-thesis_paper1_2_3_4_5g.doc 2/1/2007 Comparison of the performance of best linear unbiased predictors (BLUP)

Peikang Yao
Edward J. Stanek Iii
Peikang Yao

June 2015

The best linear unbiased predictors (the Cluster mean, the Mixed model, Scott & Smith’s predicto...

Some remarks on comparison of predictors in seemingly unrelated linear mixed models

Güler, Nesrin
Eriş Büyükkaya, Melek

January 2022

summary:In this paper, we consider a comparison problem of predictors in the context of linear mixed...

Some remarks on comparison of predictors in seemingly unrelated linear mixed models

Güler, Nesrin
Eriş Büyükkaya, Melek

January 2022

summary:In this paper, we consider a comparison problem of predictors in the context of linear mixed...

The misuse of BLUP in ecology and evolution.

Hadfield, JD
Wilson, AJ
Garant, D
Sheldon, BC
Kruuk, LE

January 2010

Best linear unbiased prediction (BLUP) is a method for obtaining point estimates of a random effect ...

The misuse of BLUP in ecology and evolution.

Hadfield, J
Wilson, A
Garant, D
Sheldon, B
Kruuk, L

January 2010

Best linear unbiased prediction (BLUP) is a method for obtaining point estimates of a random effect ...

On a stronger-than-best property for best prediction

Teunissen, P.J.G.

August 2007

The minimum mean squared error (MMSE) criterion is a popular criterion for devising best predictors....

Alternative Derivations of Best Linear Unbiased Prediction (BLUP) in the Mixed Model

Abstract

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Alternative Derivations of Best Linear Unbiased Prediction (BLUP) in the Mixed Model

Abstract

Extracted data

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