bactroom <- bacteria[!duplicated(bacteria$code),c("bact","temp","run")] bactroom$bill <- predict(bacteria.bill)[!duplicated(bacteria$code)] bactroom$leg <- predict(bacteria.leg) [!duplicated(bacteria$code)] bactroom$code <- unique(bacteria$code) bactroom$trt <- recode(bactroom$bact,bactroom$temp) bactroom <- bactroom[order(bactroom$code),] bactroom.bill <- aov(bill~bact+temp,bactroom) bactroom.leg <- aov(leg~bact+temp,bactroom)