Residual plots for a output model of class anova_joint. Seven types
of plots are produced: (1) Residuals vs fitted, (2) normal Q-Q plot for the
residuals, (3) scale-location plot (standardized residuals vs Fitted Values),
(4) standardized residuals vs Factor-levels, (5) Histogram of raw residuals
and (6) standardized residuals vs observation order, and (7) 1:1 line plot.
Usage
# S3 method for anova_joint
plot(x, ...)Arguments
- x
- An object of class - anova_joint.
- ...
- Additional arguments passed on to the function - residual_plots()
Author
Tiago Olivoto tiagoolivoto@gmail.com
Examples
# \donttest{
library(metan)
model <- anova_joint(data_ge, ENV, GEN, REP, GY)
#> variable GY 
#> ---------------------------------------------------------------------------
#> Joint ANOVA table
#> ---------------------------------------------------------------------------
#>     Source     Df Sum Sq Mean Sq F value    Pr(>F)
#>        ENV  13.00 279.57 21.5057  222.41 7.25e-130
#>   REP(ENV)  28.00   9.66  0.3451    3.57  3.59e-08
#>        GEN   9.00  13.00  1.4439   14.93  2.19e-19
#>    GEN:ENV 117.00  31.22  0.2668    2.76  1.01e-11
#>  Residuals 252.00  24.37  0.0967      NA        NA
#>      CV(%)  11.63     NA      NA      NA        NA
#>  MSR+/MSR-   6.71     NA      NA      NA        NA
#>     OVmean   2.67     NA      NA      NA        NA
#> ---------------------------------------------------------------------------
#> 
#> All variables with significant (p < 0.05) genotype-vs-environment interaction
#> Done!
plot(model)
 plot(model,
     which = c(3, 5),
     nrow = 2,
     labels = TRUE,
     size.lab.out = 4)
#> Warning: The dot-dot notation (`..density..`) was deprecated in ggplot2 3.4.0.
#> ℹ Please use `after_stat(density)` instead.
#> ℹ The deprecated feature was likely used in the metan package.
#>   Please report the issue at <https://github.com/TiagoOlivoto/metan/issues>.
plot(model,
     which = c(3, 5),
     nrow = 2,
     labels = TRUE,
     size.lab.out = 4)
#> Warning: The dot-dot notation (`..density..`) was deprecated in ggplot2 3.4.0.
#> ℹ Please use `after_stat(density)` instead.
#> ℹ The deprecated feature was likely used in the metan package.
#>   Please report the issue at <https://github.com/TiagoOlivoto/metan/issues>.
 # }
# }
