Individual ANOVA for Each Environment
References
Singh, R. K. and Chaudhary, B. D. (2004) Biometrical Methods in Quantitative Genetic Analysis. New Delhi: Kalyani.
Author
Muhammad Yaseen (myaseen208@gmail.com)
Kent M. Edkridge (keskridge1@unl.edu)
Examples
data(ge_data)
Yield.indiv_anova <-
indiv_anova(
.data = ge_data
, .y = Yield
, .rep = Rep
, .gen = Gen
, .env = Env
)
Yield.indiv_anova
#> $`Analysis of Variance for FSD`
#> Df Sum Sq Mean Sq F value Pr(>F)
#> Gen 59 45524231 771597 32.62 <2e-16 ***
#> Residuals 60 1419180 23653
#> ---
#> Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
#>
#> $`Analysis of Variance for FSDR`
#> Df Sum Sq Mean Sq F value Pr(>F)
#> Gen 59 14019781 237623 2.724 7.91e-05 ***
#> Residuals 60 5234860 87248
#> ---
#> Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
#>
#> $`Analysis of Variance for Okara`
#> Df Sum Sq Mean Sq F value Pr(>F)
#> Gen 59 26802597 454281 3.538 1.22e-06 ***
#> Residuals 60 7703642 128394
#> ---
#> Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
#>
#> $`Analysis of Variance for Sargodha`
#> Df Sum Sq Mean Sq F value Pr(>F)
#> Gen 59 38381469 650533 4.254 4.3e-08 ***
#> Residuals 60 9175301 152922
#> ---
#> Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
#>
#> $`Analysis of Variance for Gujranwala`
#> Df Sum Sq Mean Sq F value Pr(>F)
#> Gen 59 41863914 709558 4.687 6.55e-09 ***
#> Residuals 60 9082956 151383
#> ---
#> Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
#>
#> $`Analysis of Variance for KotNaina`
#> Df Sum Sq Mean Sq F value Pr(>F)
#> Gen 59 26692263 452411 4.3 3.51e-08 ***
#> Residuals 60 6313095 105218
#> ---
#> Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
#>
#> $`Analysis of Variance for KSK`
#> Df Sum Sq Mean Sq F value Pr(>F)
#> Gen 59 17890629 303231 3.472 1.68e-06 ***
#> Residuals 60 5239575 87326
#> ---
#> Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
#>
#> $`Analysis of Variance for Khanewal`
#> Df Sum Sq Mean Sq F value Pr(>F)
#> Gen 59 15125214 256360 2.451 0.000345 ***
#> Residuals 60 6274965 104583
#> ---
#> Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
#>
#> $`Analysis of Variance for Sahiwal`
#> Df Sum Sq Mean Sq F value Pr(>F)
#> Gen 59 26109918 442541 4.095 8.82e-08 ***
#> Residuals 60 6484679 108078
#> ---
#> Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
#>
#> $`Analysis of Variance for Bhakkar`
#> Df Sum Sq Mean Sq F value Pr(>F)
#> Gen 59 10870598 184247 1.862 0.00885 **
#> Residuals 60 5936717 98945
#> ---
#> Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
#>
#> $`Analysis of Variance for Bahawalnagar`
#> Df Sum Sq Mean Sq F value Pr(>F)
#> Gen 59 9718292 164717 1.716 0.0196 *
#> Residuals 60 5760765 96013
#> ---
#> Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
#>
#> attr(,"subheadings")
#> [1] "Analysis of Variance for FSD"
#> [2] "Analysis of Variance for FSDR"
#> [3] "Analysis of Variance for Okara"
#> [4] "Analysis of Variance for Sargodha"
#> [5] "Analysis of Variance for Gujranwala"
#> [6] "Analysis of Variance for KotNaina"
#> [7] "Analysis of Variance for KSK"
#> [8] "Analysis of Variance for Khanewal"
#> [9] "Analysis of Variance for Sahiwal"
#> [10] "Analysis of Variance for Bhakkar"
#> [11] "Analysis of Variance for Bahawalnagar"