Created
August 14, 2018 18:34
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| library(nullabor) | |
| library(gganimate) | |
| library(magrittr) | |
| p <- mtcars %>% | |
| rorschach(method = null_permute("mpg"), n = 20, true = .) %>% | |
| ggplot() + | |
| geom_boxplot(aes(x = factor(cyl), y = mpg, fill = factor(cyl))) + | |
| theme(legend.position = 'none', aspect.ratio = 1) + | |
| xlab("cyl") | |
| in_space <- p +facet_wrap(~.sample) | |
| # ggsave("rorsach.png", in_space) | |
| in_time <- p + transition_states(.sample, 3, 1) | |
| animate(in_time, fps=8, width=400, height=400) | |
| # anim_save(filename = "hop.gif") |
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For more info about visual inference see
http://rsta.royalsocietypublishing.org/content/367/1906/4361
For more info about hypothetical outcome plots see https://medium.com/hci-design-at-uw/hypothetical-outcomes-plots-experiencing-the-uncertain-b9ea60d7c740