Created
January 5, 2017 10:54
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p1 <- | |
ggplot(group.table, aes(month, fit, group=grp, color=grp, shape=grp)) + | |
geom_point() + geom_line() + | |
scale_color_discrete("") + scale_shape_discrete("") + | |
geom_text(show_guide = FALSE, aes(label=fit, y=fit), size=3) + | |
xlab(paste("Month")) + | |
ylab(paste("Model adjusted", toupper(dv))) + | |
theme(legend.position="top") + | |
theme(axis.text.x=element_blank(),axis.title.x=element_blank()) | |
p2 <- | |
contrasts.table %>% bind_rows(data_frame(month=ordered("0", levels=paste(c(0,7,12,18)))), .) %>% | |
ggplot(aes(x=factor(month), y=as.numeric(-SMD), ymin=-`SMD lower`, ymax=-`SMD upper`, group=1)) + | |
geom_hline(yintercept=0, color="darkgrey") + | |
geom_errorbar(width=.1, alpha=.4) + geom_point() + | |
geom_line(alpha=.4, linetype="dotted") + | |
geom_text(nudge_x=.25, nudge_y=.2, size=3, aes(label=paste("D=", twodigitfixed(-SMD)))) + | |
xlab(paste("")) + | |
ylab(paste("SMD, 95% CI")) | |
p3 <- | |
rf2main %>% filter(month!="0") %>% | |
rename_(y = dv, y.b = paste0(dv, ".b")) %>% | |
mutate(month=factor(month, levels=c("0", "7", "12", "18"))) %>% complete(month, grp) %>% | |
ggplot(aes(x=grp, y=y-y.b, color=grp, shape=grp)) + | |
scale_color_discrete("") + theme(legend.position="none") + | |
geom_hline(yintercept=0, color="grey")+ | |
geom_boxplot(width=.5) + | |
facet_grid(.~month, switch="both") + | |
ylab("Change from baseline (raw)") + xlab("Month") | |
arrangeGrob(ggplotGrob(p1), ggplotGrob(p2), ggplotGrob(p3), heights=c(4,3,4)) |
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