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data = function(x) filter(x,
(name == "A" & to == "W_T")
| (name == "W" & to == "Delta")
),
curvature = 0.5
) +
geom_dag_edges_arc(
data = function(x) filter(x,
(name == "A" & to == "J") | (name == "T" & to == "J")
| (name == "W" & to == "J")
),
curvature = -0.5
)+
geom_dag_text(parse = TRUE, label = c("A", TeX("Delta"), "J", "T", "W", TeX("$W_T$"))) + theme_dag()
dags %>% arrange(name) %>%
ggplot(aes(x = x, y = y, xend = xend, yend = yend, color = colour )) +
geom_dag_point() +guides(color="none") +
geom_dag_edges_link( data = function(x) filter(x,
! ((name == "A" & to == "W_T") | (name == "A" & to == "J") | (name == "T" & to == "J")
| (name == "W" & to == "J") | (name == "W" & to == "Delta")
) ))+
geom_dag_edges_arc(
data = function(x) filter(x,
(name == "A" & to == "W_T")
| (name == "W" & to == "Delta")
),
curvature = 0.5
) +
geom_dag_edges_arc(
data = function(x) filter(x,
(name == "A" & to == "J") | (name == "T" & to == "J")
| (name == "W" & to == "J")
),
curvature = -0.5
)+ dplyr::mutate(colour = ifelse(name == "A", "green", ifelse(name %in% c("J", "Delta"), "blue", "red"))) %>%
geom_dag_text(parse = TRUE, label = c("A", TeX("Delta"), "J", "T", "W", TeX("$W_T$"))) + theme_dag()
dags %>% arrange(name) %>%
dplyr::mutate(colour = ifelse(name == "A", "green", ifelse(name %in% c("J", "Delta"), "blue", "red"))) %>%
ggplot(aes(x = x, y = y, xend = xend, yend = yend )) +
geom_dag_point() +guides(color="none") +
geom_dag_edges_link( data = function(x) filter(x,
! ((name == "A" & to == "W_T") | (name == "A" & to == "J") | (name == "T" & to == "J")
| (name == "W" & to == "J") | (name == "W" & to == "Delta")
) ))+
geom_dag_edges_arc(
data = function(x) filter(x,
(name == "A" & to == "W_T")
| (name == "W" & to == "Delta")
),
curvature = 0.5
) +
geom_dag_edges_arc(
data = function(x) filter(x,
(name == "A" & to == "J") | (name == "T" & to == "J")
| (name == "W" & to == "J")
),
curvature = -0.5
)+
geom_dag_text(parse = TRUE, label = c("A", TeX("Delta"), "J", "T", "W", TeX("$W_T$"))) + theme_dag()
dags %>% arrange(name) %>%
dplyr::mutate(colour = ifelse(name == "A", "green", ifelse(name %in% c("J", "Delta"), "blue", "red"))) %>%
ggplot(aes(x = x, y = y, xend = xend, yend = yend )) +
geom_dag_point() +
geom_dag_edges_link( data = function(x) filter(x,
! ((name == "A" & to == "W_T") | (name == "A" & to == "J") | (name == "T" & to == "J")
| (name == "W" & to == "J") | (name == "W" & to == "Delta")
) ))+
geom_dag_edges_arc(
data = function(x) filter(x,
(name == "A" & to == "W_T")
| (name == "W" & to == "Delta")
),
curvature = 0.5
) +
geom_dag_edges_arc(
data = function(x) filter(x,
(name == "A" & to == "J") | (name == "T" & to == "J")
| (name == "W" & to == "J")
),
curvature = -0.5
)+
geom_dag_text(parse = TRUE, label = c("A", TeX("Delta"), "J", "T", "W", TeX("$W_T$"))) + theme_dag() +guides(color="none")
dags %>% arrange(name) %>%
dplyr::mutate(colour = ifelse(name == "A", "green", ifelse(name %in% c("J", "Delta"), "blue", "red"))) %>%
ggplot(aes(x = x, y = y, xend = xend, yend = yend )) +
geom_dag_point() +
geom_dag_edges_link( data = function(x) filter(x,
! ((name == "A" & to == "W_T") | (name == "A" & to == "J") | (name == "T" & to == "J")
| (name == "W" & to == "J") | (name == "W" & to == "Delta")
) ))+
geom_dag_edges_arc(
data = function(x) filter(x,
(name == "A" & to == "W_T")
| (name == "W" & to == "Delta")
),
curvature = 0.5
) +
geom_dag_edges_arc(
data = function(x) filter(x,
(name == "A" & to == "J") | (name == "T" & to == "J")
| (name == "W" & to == "J")
),
curvature = -0.5
)+
geom_dag_text(parse = TRUE, label = c("A", TeX("Delta"), "J", "T", "W", TeX("$W_T$"))) + theme_dag() +guides(color="none")
dags %>% arrange(name) %>%
dplyr::mutate(colour = ifelse(name == "A", "green", ifelse(name %in% c("J", "Delta"), "blue", "red"))) %>%
ggplot(aes(x = x, y = y, xend = xend, yend = yend )) +
geom_dag_point() +
geom_dag_edges_link( data = function(x) filter(x,
! ((name == "A" & to == "W_T") | (name == "A" & to == "J") | (name == "T" & to == "J")
| (name == "W" & to == "J") | (name == "W" & to == "Delta")
) ))+
geom_dag_edges_arc(
data = function(x) filter(x,
(name == "A" & to == "W_T")
| (name == "W" & to == "Delta")
),
curvature = 0.5
) +
geom_dag_edges_arc(
data = function(x) filter(x,
(name == "A" & to == "J") | (name == "T" & to == "J")
| (name == "W" & to == "J")
),
curvature = -0.5
)+
geom_dag_text(parse = TRUE, label = c("A", TeX("Delta"), "J", "T", "W", TeX("$W_T$"))) + theme_dag() +guides(color="none") + scale_color_binned(aes(color = colour))
dags %>% arrange(name) %>%
dplyr::mutate(colour = ifelse(name == "A", "green", ifelse(name %in% c("J", "Delta"), "blue", "red"))) %>%
ggplot(aes(x = x, y = y, xend = xend, yend = yend )) +
geom_dag_point() +
geom_dag_edges_link( data = function(x) filter(x,
! ((name == "A" & to == "W_T") | (name == "A" & to == "J") | (name == "T" & to == "J")
| (name == "W" & to == "J") | (name == "W" & to == "Delta")
) ))+
geom_dag_edges_arc(
data = function(x) filter(x,
(name == "A" & to == "W_T")
| (name == "W" & to == "Delta")
),
curvature = 0.5
) +
geom_dag_edges_arc(
data = function(x) filter(x,
(name == "A" & to == "J") | (name == "T" & to == "J")
| (name == "W" &a to == "J")
),
curvature = -0.5
)+
geom_dag_text(parse = TRUE, label = c("A", TeX("Delta"), "J", "T", "W", TeX("$W_T$"))) + theme_dag() +guides(color="none") + scale_color_manual(aes(color = colour))
library(dagitty)
library(ggdag)
library(ggraph)
library(cowplot)
library(dplyr)
library(latex2exp )
dags <-dag( '
A [adjusted,pos="-1.605,-0.493"]
Delta [pos="0.080,-0.183"]
J [pos="0.028,-0.725"]
T [pos="-0.955,-0.485"]
W [pos="-1.992,-0.497"]
W_T [pos="-0.512,-0.485"]
A -> J [pos="-0.577,-1.533"]
A -> T
A -> W_T [pos="-0.844,0.096"]
T -> J [pos="-0.789,-1.207"]
T -> W_T
W -> A
W -> Delta [pos="-0.564,0.586"]
W -> J [pos="-0.340,-1.780"]
W_T -> Delta
W_T -> J
') %>%
tidy_dagitty(layout = "auto" )
dags2 <- dags %>% arrange(name) %>%
dplyr::mutate(colour = ifelse(name == "A", "green", ifelse(name %in% c("J", "Delta"), "blue", "red"))) %>%
ggplot(aes(x = x, y = y, xend = xend, yend = yend )) +
geom_dag_point() +
geom_dag_edges_link( data = function(x) filter(x,
! ((name == "A" & to == "W_T") | (name == "A" & to == "J") | (name == "T" & to == "J")
| (name == "W" & to == "J") | (name == "W" & to == "Delta")
) ))+
geom_dag_edges_arc(
data = function(x) filter(x,
(name == "A" & to == "W_T")
| (name == "W" & to == "Delta")
),
curvature = 0.5
) +
geom_dag_edges_arc(
data = function(x) filter(x,
(name == "A" & to == "J") | (name == "T" & to == "J")
| (name == "W" & to == "J")
),
curvature = -0.5
)+
geom_dag_text(parse = TRUE, label = c("A", TeX("Delta"), "J", "T", "W", TeX("$W_T$"))) + theme_dag() +guides(color="none")
ggsave(dags2, file = "dagfinal.pdf")
# TeX(r'($\alpha x^\alpha$, where $\alpha \in \{1 \ldots 5\}$)'
dags2
dags %>% arrange(name) %>%
dplyr::mutate(colour = ifelse(name == "A", "green", ifelse(name %in% c("J", "Delta"), "blue", "red"))) %>%
ggplot(aes(x = x, y = y, xend = xend, yend = yend, fill = colour )) +
geom_dag_point() +
geom_dag_edges_link( data = function(x) filter(x,
! ((name == "A" & to == "W_T") | (name == "A" & to == "J") | (name == "T" & to == "J")
| (name == "W" & to == "J") | (name == "W" & to == "Delta")
) ))+
geom_dag_edges_arc(
data = function(x) filter(x,
(name == "A" & to == "W_T")
| (name == "W" & to == "Delta")
),
curvature = 0.5
) +
geom_dag_edges_arc(
data = function(x) filter(x,
(name == "A" & to == "J") | (name == "T" & to == "J")
| (name == "W" & to == "J")
),
curvature = -0.5
)+
geom_dag_text(parse = TRUE, label = c("A", TeX("Delta"), "J", "T", "W", TeX("$W_T$"))) + theme_dag() +guides(color="none")
ags %>% arrange(name) %>%
dplyr::mutate(colour = ifelse(name == "A", "green", ifelse(name %in% c("J", "Delta"), "blue", "red"))) %>%
ggplot(aes(x = x, y = y, xend = xend, yend = yend, fill = colour )) +
geom_dag_point() +
geom_dag_edges_link( data = function(x) filter(x,
! ((name == "A" & to == "W_T") | (name == "A" & to == "J") | (name == "T" & to == "J")
| (name == "W" & to == "J") | (name == "W" & to == "Delta")
) ))+
geom_dag_edges_arc(
data = function(x) filter(x,
(name == "A" & to == "W_T")
| (name == "W" & to == "Delta")
),
curvature = 0.5
) +
geom_dag_edges_arc(
data = function(x) filter(x,
(name == "A" & to == "J") | (name == "T" & to == "J")
| (name == "W" & to == "J")
),
curvature = -0.5
)+
geom_dag_text(parse = TRUE, label = c("A", TeX("Delta"), "J", "T", "W", TeX("$W_T$"))) + theme_dag() +guides(color="none") + scale_fill_manual()
dags %>% arrange(name) %>%
dplyr::mutate(colour = ifelse(name == "A", "green", ifelse(name %in% c("J", "Delta"), "blue", "red"))) %>%
ggplot(aes(x = x, y = y, xend = xend, yend = yend, fill = colour )) +
geom_dag_point() +
geom_dag_edges_link( data = function(x) filter(x,
! ((name == "A" & to == "W_T") | (name == "A" & to == "J") | (name == "T" & to == "J")
| (name == "W" & to == "J") | (name == "W" & to == "Delta")
) ))+
geom_dag_edges_arc(
data = function(x) filter(x,
(name == "A" & to == "W_T")
| (name == "W" & to == "Delta")
),
curvature = 0.5
) +
geom_dag_edges_arc(
data = function(x) filter(x,
(name == "A" & to == "J") | (name == "T" & to == "J")
| (name == "W" & to == "J")
),
curvature = -0.5
)+
geom_dag_text(parse = TRUE, label = c("A", TeX("Delta"), "J", "T", "W", TeX("$W_T$"))) + theme_dag() +guides(color="none") + scale_fill_manual()
dags %>% arrange(name) %>%
dplyr::mutate(colour = ifelse(name == "A", "green", ifelse(name %in% c("J", "Delta"), "blue", "red"))) %>%
ggplot(aes(x = x, y = y, xend = xend, yend = yend, color = colour )) +
geom_dag_point() +
geom_dag_edges_link( data = function(x) filter(x,
! ((name == "A" & to == "W_T") | (name == "A" & to == "J") | (name == "T" & to == "J")
| (name == "W" & to == "J") | (name == "W" & to == "Delta")
) ))+
geom_dag_edges_arc(
data = function(x) filter(x,
(name == "A" & to == "W_T")
| (name == "W" & to == "Delta")
),
curvature = 0.5
) +
geom_dag_edges_arc(
data = function(x) filter(x,
(name == "A" & to == "J") | (name == "T" & to == "J")
| (name == "W" & to == "J")
),
curvature = -0.5
)+
geom_dag_text(parse = TRUE, label = c("A", TeX("Delta"), "J", "T", "W", TeX("$W_T$"))) + theme_dag() +guides(color="none")
?geom_dag_text
dags %>% arrange(name) %>%
dplyr::mutate(colour = ifelse(name == "A", "green", ifelse(name %in% c("J", "Delta"), "blue", "red"))) %>%
ggplot(aes(x = x, y = y, xend = xend, yend = yend, color = colour )) +
geom_dag_point() +
geom_dag_edges_link( data = function(x) filter(x,
! ((name == "A" & to == "W_T") | (name == "A" & to == "J") | (name == "T" & to == "J")
| (name == "W" & to == "J") | (name == "W" & to == "Delta")
) ))+
geom_dag_edges_arc(
data = function(x) filter(x,
(name == "A" & to == "W_T")
| (name == "W" & to == "Delta")
),
curvature = 0.5
) +
geom_dag_edges_arc(
data = function(x) filter(x,
(name == "A" & to == "J") | (name == "T" & to == "J")
| (name == "W" & to == "J")
),
curvature = -0.5
)+
geom_dag_text(aes(color = "black"), parse = TRUE, label = c("A", TeX("Delta"), "J", "T", "W", TeX("$W_T$"))) + theme_dag() +guides(color="none")
dags %>% arrange(name) %>%
dplyr::mutate(colour = ifelse(name == "A", "green", ifelse(name %in% c("J", "Delta"), "blue", "red"))) %>%
ggplot(aes(x = x, y = y, xend = xend, yend = yend, color = colour )) +
geom_dag_point() +
geom_dag_edges_link( data = function(x) filter(x,
! ((name == "A" & to == "W_T") | (name == "A" & to == "J") | (name == "T" & to == "J")
| (name == "W" & to == "J") | (name == "W" & to == "Delta")
) ))+
geom_dag_edges_arc(
data = function(x) filter(x,
(name == "A" & to == "W_T")
| (name == "W" & to == "Delta")
),
curvature = 0.5
) +
geom_dag_edges_arc(
data = function(x) filter(x,
(name == "A" & to == "J") | (name == "T" & to == "J")
| (name == "W" & to == "J")
),
curvature = -0.5
)+
geom_dag_text(color = "black", parse = TRUE, label = c("A", TeX("Delta"), "J", "T", "W", TeX("$W_T$"))) + theme_dag() +guides(color="none")
dags %>% arrange(name) %>%
dplyr::mutate(colour = ifelse(name == "A", "green", ifelse(name %in% c("J", "Delta"), "blue", "red"))) %>%
ggplot(aes(x = x, y = y, xend = xend, yend = yend, color = colour )) +
geom_dag_point() +
geom_dag_edges_link( data = function(x) filter(x,
! ((name == "A" & to == "W_T") | (name == "A" & to == "J") | (name == "T" & to == "J")
| (name == "W" & to == "J") | (name == "W" & to == "Delta")
) ))+
geom_dag_edges_arc(
data = function(x) filter(x,
(name == "A" & to == "W_T")
| (name == "W" & to == "Delta")
),
curvature = 0.5
) +
geom_dag_edges_arc(
data = function(x) filter(x,
(name == "A" & to == "J") | (name == "T" & to == "J")
| (name == "W" & to == "J")
),
curvature = -0.5
)+
geom_dag_text(color = "black", parse = TRUE, label = c("A", TeX("Delta"), "J", "T", "W", TeX("$W_T$"))) + theme_dag() +guides(color="none")
dags %>% arrange(name) %>%
dplyr::mutate(colour = ifelse(name == "A", "green", ifelse(name %in% c("J", "Delta"), "blue", "red"))) %>%
ggplot(aes(x = x, y = y, xend = xend, yend = yend, color = colour )) +
geom_dag_point() +
geom_dag_edges_link( data = function(x) filter(x,
! ((name == "A" & to == "W_T") | (name == "A" & to == "J") | (name == "T" & to == "J")
| (name == "W" & to == "J") | (name == "W" & to == "Delta")
) ))+
geom_dag_edges_arc(
data = function(x) filter(x,
(name == "A" & to == "W_T")
| (name == "W" & to == "Delta")
),
curvature = 0.5
) +
geom_dag_edges_arc(
data = function(x) filter(x,
(name == "A" & to == "J") | (name == "T" & to == "J")
| (name == "W" & to == "J")
),
curvature = -0.5
)+
geom_dag_text(color = "black", parse = TRUE, label = c("A", TeX("Delta"), "J", "T", "W", TeX("$W_T$"))) + theme_dag() +guides(color="none")
dags %>% arrange(name) %>%
dplyr::mutate(colour = ifelse(name == "A", "green", ifelse(name %in% c("W", "W_T"), "blue", "red"))) %>%
ggplot(aes(x = x, y = y, xend = xend, yend = yend, color = colour )) +
geom_dag_point() +
geom_dag_edges_link( data = function(x) filter(x,
! ((name == "A" & to == "W_T") | (name == "A" & to == "J") | (name == "T" & to == "J")
| (name == "W" & to == "J") | (name == "W" & to == "Delta")
) ))+
geom_dag_edges_arc(
data = function(x) filter(x,
(name == "A" & to == "W_T")
| (name == "W" & to == "Delta")
),
curvature = 0.5
) +
geom_dag_edges_arc(
data = function(x) filter(x,
(name == "A" & to == "J") | (name == "T" & to == "J")
| (name == "W" & to == "J")
),
curvature = -0.5
)+
geom_dag_text(color = "black", parse = TRUE, label = c("A", TeX("Delta"), "J", "T", "W", TeX("$W_T$"))) + theme_dag() +guides(color="none")
library(dagitty)
library(ggdag)
library(ggraph)
library(cowplot)
library(dplyr)
library(latex2exp )
dags <-dag( '
A [adjusted,pos="-1.605,-0.493"]
Delta [pos="0.080,-0.183"]
J [pos="0.028,-0.725"]
T [pos="-0.955,-0.485"]
W [pos="-1.992,-0.497"]
W_T [pos="-0.512,-0.485"]
A -> J [pos="-0.577,-1.533"]
A -> T
A -> W_T [pos="-0.844,0.096"]
T -> J [pos="-0.789,-1.207"]
T -> W_T
W -> A
W -> Delta [pos="-0.564,0.586"]
W -> J [pos="-0.340,-1.780"]
W_T -> Delta
W_T -> J
') %>%
tidy_dagitty(layout = "auto" )
dags2 <- dags %>% arrange(name) %>%
dplyr::mutate(colour = ifelse(name == "A", "green", ifelse(name %in% c("W", "W_T"), "blue", "red"))) %>%
ggplot(aes(x = x, y = y, xend = xend, yend = yend, color = colour )) +
geom_dag_point() +
geom_dag_edges_link( data = function(x) filter(x,
! ((name == "A" & to == "W_T") | (name == "A" & to == "J") | (name == "T" & to == "J")
| (name == "W" & to == "J") | (name == "W" & to == "Delta")
) ))+
geom_dag_edges_arc(
data = function(x) filter(x,
(name == "A" & to == "W_T")
| (name == "W" & to == "Delta")
),
curvature = 0.5
) +
geom_dag_edges_arc(
data = function(x) filter(x,
(name == "A" & to == "J") | (name == "T" & to == "J")
| (name == "W" & to == "J")
),
curvature = -0.5
)+
geom_dag_text(color = "black", parse = TRUE, label = c("A", TeX("Delta"), "J", "T", "W", TeX("$W_T$"))) + theme_dag() +guides(color="none")
dags2
ggsave(dags2, file = "dagfinal.pdf")
# TeX(r'($\alpha x^\alpha$, where $\alpha \in \{1 \ldots 5\}$)'
library(dagitty)
library(ggdag)
library(ggraph)
library(cowplot)
library(dplyr)
library(latex2exp )
dags <-dag( '
A [adjusted,pos="-1.605,-0.493"]
Delta [pos="0.080,-0.183"]
J [pos="0.028,-0.725"]
T [pos="-0.955,-0.485"]
W [pos="-1.992,-0.497"]
W_T [pos="-0.512,-0.485"]
A -> J [pos="-0.577,-1.533"]
A -> T
A -> W_T [pos="-0.844,0.096"]
T -> J [pos="-0.789,-1.207"]
T -> W_T
W -> A
W -> Delta [pos="-0.564,0.586"]
W -> J [pos="-0.340,-1.780"]
W_T -> Delta
W_T -> J
') %>%
tidy_dagitty(layout = "auto" )
dags2 <- dags %>% arrange(name) %>%
dplyr::mutate(colour = ifelse(name == "A", "green", ifelse(name %in% c("W", "W_T"), "blue", "red"))) %>%
ggplot(aes(x = x, y = y, xend = xend, yend = yend, color = colour )) +
geom_dag_point() +
geom_dag_edges_link( data = function(x) filter(x,
! ((name == "A" & to == "W_T") | (name == "A" & to == "J") | (name == "T" & to == "J")
| (name == "W" & to == "J") | (name == "W" & to == "Delta")
) ))+
geom_dag_edges_arc(
data = function(x) filter(x,
(name == "A" & to == "W_T")
| (name == "W" & to == "Delta")
),
curvature = 0.3
) +
geom_dag_edges_arc(
data = function(x) filter(x,
(name == "A" & to == "J") | (name == "T" & to == "J")
| (name == "W" & to == "J")
),
curvature = -0.3
)+
geom_dag_text(color = "black", parse = TRUE, label = c("A", TeX("Delta"), "J", "T", "W", TeX("$W_T$"))) + theme_dag() +guides(color="none")
dags2
ggsave(dags2, file = "dagfinal.pdf")
# TeX(r'($\alpha x^\alpha$, where $\alpha \in \{1 \ldots 5\}$)'