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Table 1 Pearson (lower diagonal) and Spearman (upper diagonal) correlations between true and estimated breeding values for t600 and the parameters used to simulate or analyse the data.1,2

From: A two-step approach combining the Gompertz growth model with genomic selection for longitudinal data

  

TBV

    

GEBV

  
 

T600

Φ1

Φ2

Φ3

t600_I

t600_II

A

B

C

TBV t600

 

0.995

0.230

0.091

0.935

0.937

0.913

0.930

0.405

TBV Φ 1

0.997

 

0.285

0.160

0.931

0.937

0.928

0.925

0.465

TBV Φ 2

0.291

0.344

 

0.129

0.237

0.258

0.377

0.306

0.719

TBV Φ 3

0.098

0.157

0.108

 

0.082

0.112

0.213

0.029

0.463

GEBV t600_I

0.942

0.941

0.316

0.079

 

0.990

0.968

0.979

0.402

GEBV t600_II

0.947

0.949

0.332

0.116

0.990

 

0.969

0.981

0.437

GEBV A

0.919

0.933

0.459

0.194

0.970

0.969

 

0.957

0.599

GEBV B

0.938

0.940

0.396

0.034

0.983

0.983

0.971

 

0.454

GEBV C

0.519

0.571

0.735

0.433

0.523

0.551

0.709

0.587

 
  1. 1TBV t600, Φ 1 , Φ 2 and Φ 2 : true breeding values for t600, and parameters Φ 1 , Φ 2 , Φ 2 from the logistic growth curve. GEBV t600_I, t600_II, A, B and C: genomic breeding values for t600 estimated with method I and II and for parameters A, B and C from the Gompertz curve. Correlations are for all animals.
  2. 2The results shown here are higher than those presented to the QTLMAS workshop since an error in the implementation was found afterwards. Values presented at the workshop were 0.907 and 0.911 for the Pearson correlations of method I and II, and 0.886 and 0.891 for the Spearman correlations for methods I and II.