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January 13, 2016 13:46
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Example of qqplots in ggplot2
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occlusion2.data$qqplot.comparison.resid <- ddply(.data = occlusion2.data$qqplot.comparison, .variables = .(condition, transformed), function(dat){ | |
q <- qqnorm(dat$threshold, plot = FALSE) | |
dat$xq <- q$x | |
dat | |
} | |
) | |
occlusion2.qqplot <- ggplot(data = occlusion2.data$qqplot.comparison.resid, aes(x = xq, y = threshold)) + | |
geom_smooth(method = "lm", se = FALSE, size = 1) + | |
geom_point() + | |
xlab("theoretical quantiles") + | |
ylab("sample quantiles") + | |
facet_grid(transformed ~ condition, scales = "free") + | |
theme_bw(base_size = 14)+ | |
theme(legend.position="none", | |
panel.background = element_blank(), | |
axis.title.y = element_text(vjust=1.5), | |
axis.title.x = element_text(vjust=0), | |
strip.background = element_rect(fill = "black", color = "black"), | |
strip.text = element_text(face = "bold", colour = "white")) |
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