Fatty Acid Content of Bacillus simplex.
fattyacid.RdFatty acid content of different putative ecotypes of Bacillus simplex.
Usage
data("fattyacid")Format
A data frame with 93 observations on the following 2 variables.
PEa factor with levels
PE3,PE4,PE5,PE6,PE7,PE9indicating the putative ecotype (PE).FAa numeric vector indicating the content of fatty acid (FA).
Details
The data give the fatty acid content for different putative ecotypes of Bacillus simplex. Variances of the values of fatty acid are heterogeneous among the putative ecotypes multcomp::sikorski2008.
Examples
if (require("sandwich")) {
data("fattyacid")
### all-pairwise comparisons of the means of fatty acid content
### FA between different putative ecotypes PE accounting for
### heteroscedasticity by using a heteroscedastic consistent
### covariance estimation
amod <- aov(FA ~ PE, data = fattyacid)
amod_glht <- glht(amod, mcp(PE = "Tukey"), vcov. = vcovHC)
summary(amod_glht)
### simultaneous confidence intervals for the differences of
### means of fatty acid content between the putative ecotypes
confint(amod_glht)
}
#> Loading required package: sandwich
#>
#> Simultaneous Confidence Intervals
#>
#> Multiple Comparisons of Means: Tukey Contrasts
#>
#>
#> Fit: aov(formula = FA ~ PE, data = fattyacid)
#>
#> Quantile = 2.8927
#> 95% family-wise confidence level
#>
#>
#> Linear Hypotheses:
#> Estimate lwr upr
#> PE4 - PE3 == 0 -0.012820 -0.114056 0.088417
#> PE5 - PE3 == 0 -0.084398 -0.182305 0.013508
#> PE6 - PE3 == 0 0.019286 -0.084157 0.122728
#> PE7 - PE3 == 0 -0.010048 -0.119987 0.099891
#> PE9 - PE3 == 0 0.075536 -0.027974 0.179046
#> PE5 - PE4 == 0 -0.071579 -0.128749 -0.014408
#> PE6 - PE4 == 0 0.032105 -0.034099 0.098310
#> PE7 - PE4 == 0 0.002772 -0.073184 0.078728
#> PE9 - PE4 == 0 0.088355 0.022045 0.154665
#> PE6 - PE5 == 0 0.103684 0.042692 0.164676
#> PE7 - PE5 == 0 0.074351 0.002893 0.145809
#> PE9 - PE5 == 0 0.159934 0.098828 0.221040
#> PE7 - PE6 == 0 -0.029333 -0.108206 0.049539
#> PE9 - PE6 == 0 0.056250 -0.013382 0.125882
#> PE9 - PE7 == 0 0.085583 0.006623 0.164544
#>