Tukey multiple comparisons of means 95% family-wise confidence level Fit: aov(formula = Param ~ variety + Rep, data = df) $variety diff lwr upr p adj Donna-Bossito 4.19416240 -16.191110 24.579435 0.9991899 Hysinger-Bossito 10.82235488 -9.562917 31.207627 0.7105260 Hysky-Bossito -4.66989859 -26.688509 17.348712 0.9989722 Hystore-Bossito 8.32232229 -12.062950 28.707595 0.9135606 Hytech-Bossito 12.27646404 -8.108808 32.661736 0.5569911 Packito-Bossito -3.95767397 -24.342946 16.427598 0.9994887 Prediction-Bossito -4.04414764 -24.429420 16.341125 0.9993926 Promotion-Bossito -1.48407414 -21.869346 18.901198 0.9999999 Rockito-Bossito -2.58568397 -22.970956 17.799588 0.9999851 Hysinger-Donna 6.62819248 -13.757080 27.013465 0.9776456 Hysky-Donna -8.86406099 -30.882672 13.154550 0.9198678 Hystore-Donna 4.12815989 -16.257112 24.513432 0.9992852 Hytech-Donna 8.08230164 -12.302971 28.467574 0.9262999 Packito-Donna -8.15183637 -28.537109 12.233436 0.9227420 Prediction-Donna -8.23831005 -28.623582 12.146962 0.9181665 Promotion-Donna -5.67823654 -26.063509 14.707036 0.9921561 Rockito-Donna -6.77984637 -27.165119 13.605426 0.9741519 Hysky-Hysinger -15.49225347 -37.510864 6.526357 0.3503885 Hystore-Hysinger -2.50003259 -22.885305 17.885240 0.9999888 Hytech-Hysinger 1.45410916 -18.931163 21.839381 0.9999999 Packito-Hysinger -14.78002885 -35.165301 5.605243 0.3126341 Prediction-Hysinger -14.86650252 -35.251775 5.518770 0.3054738 Promotion-Hysinger -12.30642902 -32.691701 8.078843 0.5537894 Rockito-Hysinger -13.40803885 -33.793311 6.977233 0.4391585 Hystore-Hysky 12.99222088 -9.026390 35.010832 0.5835454 Hytech-Hysky 16.94636263 -5.072248 38.964973 0.2426995 Packito-Hysky 0.71222462 -21.306386 22.730835 1.0000000 Prediction-Hysky 0.62575095 -21.392860 22.644362 1.0000000 Promotion-Hysky 3.18582445 -18.832786 25.204435 0.9999544 Rockito-Hysky 2.08421462 -19.934396 24.102825 0.9999988 Hytech-Hystore 3.95414175 -16.431131 24.339414 0.9994923 Packito-Hystore -12.27999626 -32.665269 8.105276 0.5566136 Prediction-Hystore -12.36646994 -32.751742 8.018802 0.5473810 Promotion-Hystore -9.80639643 -30.191669 10.578876 0.8068073 Rockito-Hystore -10.90800626 -31.293279 9.477266 0.7018138 Packito-Hytech -16.23413801 -36.619410 4.151134 0.2065309 Prediction-Hytech -16.32061169 -36.705884 4.064661 0.2011826 Promotion-Hytech -13.76053818 -34.145810 6.624734 0.4045285 Rockito-Hytech -14.86214801 -35.247420 5.523124 0.3058318 Prediction-Packito -0.08647367 -20.471746 20.298799 1.0000000 Promotion-Packito 2.47359983 -17.911672 22.858872 0.9999898 Rockito-Packito 1.37199000 -19.013282 21.757262 0.9999999 Promotion-Prediction 2.56007351 -17.825199 22.945346 0.9999863 Rockito-Prediction 1.45846367 -18.926809 21.843736 0.9999999 Rockito-Promotion -1.10160983 -21.486882 19.283662 1.0000000