ge_reg {metan} | R Documentation |
Eberhart and Russell's regression model
Description
Regression-based stability analysis using the Eberhart and Russell (1966) model.
Usage
ge_reg(.data, env, gen, rep, resp, verbose = TRUE)
Arguments
.data |
The dataset containing the columns related to Environments, Genotypes, replication/block and response variable(s) |
env |
The name of the column that contains the levels of the environments. |
gen |
The name of the column that contains the levels of the genotypes. |
rep |
The name of the column that contains the levels of the replications/blocks |
resp |
The response variable(s). To analyze multiple variables in a
single procedure use, for example, |
verbose |
Logical argument. If |
Value
An object of class ge_reg
with the folloing items for each
variable:
data: The data with means for genotype and environment combinations and the environment index
anova: The analysis of variance for the regression model.
regression: A data frame with the following columns:
GEN
, the genotypes;b0
andb1
the intercept and slope of the regression, respectively;t(b1=1)
the calculated t-value;pval_t
the p-value for the t test;s2di
the deviations from the regression (stability parameter);F(s2di=0)
the F-test for the deviations;pval_f
the p-value for the F test;RMSE
the root-mean-square error;R2
the determination coefficient of the regression.b0_variance: The variance of b0.
b1_variance: The variance of b1.
Author(s)
Tiago Olivoto, tiagoolivoto@gmail.com
References
Eberhart, S.A., and W.A. Russell. 1966. Stability parameters for comparing Varieties. Crop Sci. 6:36-40. doi:10.2135/cropsci1966.0011183X000600010011x
See Also
superiority()
, ecovalence()
, ge_stats()
Examples
library(metan)
reg <- ge_reg(data_ge2,
env = ENV,
gen = GEN,
rep = REP,
resp = PH)
plot(reg)