rapport-CEI-MIA-2023/Rcodes/simulation/analyze_results.R

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R

library("ggplot2")
library("dplyr")
filename <- "divergence_modular_to_nested_with_3_repetitions_29-03-23_13:55:42.Rds"
filename <- paste0(getwd(), "/simulation/data/", filename)
current_data <- readRDS(filename)
current_data$results <- current_data$results %>% mutate(diff_BICL = BICL - sep_LBM_BICL)
current_data$results <- current_data$results %>%
group_by(Current_M, Network_id, divergence) %>%
summarize(mean_diff_BICL = mean(diff_BICL), sd_diff_BICL = sd(diff_BICL))
ggplot(current_data$results) +
aes(x = divergence, y = mean_diff_BICL, group = factor(Current_M), col = factor(Current_M)) +
geom_point() +
geom_line() +
geom_ribbon(
aes(
ymin = mean_diff_BICL - sd_diff_BICL,
ymax = mean_diff_BICL + sd_diff_BICL,
fill = factor(Current_M),
col = NULL
),
alpha = .25
) +
geom_hline(yintercept = 0)