Table 1 Extrapolation, prediction and estimation methods

Step 1

Step 2

Method

Paper

Model

Extrapolation

Prediction

1

Cleveland

Bayes-A

Gompertz

Bayes-A

2

Cleveland

Lasso

Gompertz

Bayes-Lasso

3

Cleveland

Student- t

Gompertz

Bayes-Student-t

4

Pong-Wong

GEBV2

Gompertz

Bayes-B

5

Schulz-Streeck

Ridge

Logistic

BLUP \ RR

Step 1

Step 2

Method

Paper

Model

Prediction

Extrapolation

6

Mucha

SNPL

GRM

quadratic 5 points

7

Veerkamp

14.SNP

Bayes-C

linear 3 points

8

Veerkamp

BLUP

A matrix

linear 3 points

9

Veerkamp

IBD

Bayes-C

linear 3 points

10

Veerkamp

IBS2

Bayes-C

linear 3 points

11

Veerkamp

IBS5

Bayes-C

linear 3 points

12

Veerkamp

SNP1

Bayes-A

linear 3 points

13

Veerkamp

SNP2

Bayes-C

linear 3 points

14

Veerkamp

SNP3

Bayes-C (3dist)

linear 3 points

15

Verbyla

Bayes.BLUP

Bayes

linear 3 points

16

Verbyla

BayesA

Bayes-A

linear 3 points

17

Verbyla

BayesA.B

Bayes

linear 3 points

18

Verbyla

BayesC

Bayes-C

linear 3 points

Step 1

Step 2

Step 3

Method

Paper

Model

Estimation

Prediction

Extrapolation

19

Pong-Wong

GEBV1

Gompertz

Bayes-B

Gompertz

20

QTLMAS

Best case

Logistic

Regression

Logistic