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fe_k50_all_deciles.R
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library("fixest")
library(arrow)
library("magrittr")
library(tidyverse)
fe_res_table <- function(res) {
cints <- confint(res)
results <- data.frame(res$coeftable)
results$lower <- cints[, 1]
results$upper <- cints[, 2]
return (results)
}
df <- read_parquet("//nas1/XL2$/speciale/regdata/full_new_k50_all.parquet") %>%
drop_na() %>%
mutate(
year = cohort,
cohort = as.factor(cohort),
KOM = as.factor(KOM),
INSTNR = as.factor(INSTNR)
)
reg <- feols(
fml = as.formula(paste(readLines("//nas1/XL2$/speciale/dst-con/nsdata/formulas/eu_grad_k_all_w-INSTNR-all_ses_small_all.txt"), collapse = " ")),
data = df
)
res <- summary(reg, vcov = ~INSTNR)
print(res)
write.csv(fe_res_table(res), file = "//nas1/XL2$/speciale/tables/fe_k50_all_deciles/eu_grad_k_all_w-INSTNR-all_ses_small_all.csv")
reg <- feols(
fml = as.formula(paste(readLines("//nas1/XL2$/speciale/dst-con/nsdata/formulas/eu_grad_k_all_w-INSTNR-all_ses_large_all.txt"), collapse = " ")),
data = df
)
res <- summary(reg, vcov = ~INSTNR)
print(res)
write.csv(fe_res_table(res), file = "//nas1/XL2$/speciale/tables/fe_k50_all_deciles/eu_grad_k_all_w-INSTNR-all_ses_large_all.csv")
reg <- feols(
fml = as.formula(paste(readLines("//nas1/XL2$/speciale/dst-con/nsdata/formulas/gym_grad_k_all_w-INSTNR-all_ses_small_all.txt"), collapse = " ")),
data = df
)
res <- summary(reg, vcov = ~INSTNR)
print(res)
write.csv(fe_res_table(res), file = "//nas1/XL2$/speciale/tables/fe_k50_all_deciles/gym_grad_k_all_w-INSTNR-all_ses_small_all.csv")
reg <- feols(
fml = as.formula(paste(readLines("//nas1/XL2$/speciale/dst-con/nsdata/formulas/gym_grad_k_all_w-INSTNR-all_ses_large_all.txt"), collapse = " ")),
data = df
)
res <- summary(reg, vcov = ~INSTNR)
print(res)
write.csv(fe_res_table(res), file = "//nas1/XL2$/speciale/tables/fe_k50_all_deciles/gym_grad_k_all_w-INSTNR-all_ses_large_all.csv")
reg <- feols(
fml = as.formula(paste(readLines("//nas1/XL2$/speciale/dst-con/nsdata/formulas/us_grad_k_all_w-INSTNR-all_ses_small_all.txt"), collapse = " ")),
data = df
)
res <- summary(reg, vcov = ~INSTNR)
print(res)
write.csv(fe_res_table(res), file = "//nas1/XL2$/speciale/tables/fe_k50_all_deciles/us_grad_k_all_w-INSTNR-all_ses_small_all.csv")
reg <- feols(
fml = as.formula(paste(readLines("//nas1/XL2$/speciale/dst-con/nsdata/formulas/us_grad_k_all_w-INSTNR-all_ses_large_all.txt"), collapse = " ")),
data = df
)
res <- summary(reg, vcov = ~INSTNR)
print(res)
write.csv(fe_res_table(res), file = "//nas1/XL2$/speciale/tables/fe_k50_all_deciles/us_grad_k_all_w-INSTNR-all_ses_large_all.csv")
reg <- feols(
fml = as.formula(paste(readLines("//nas1/XL2$/speciale/dst-con/nsdata/formulas/real_neet_k_all_w-INSTNR-all_ses_small_all.txt"), collapse = " ")),
data = df
)
res <- summary(reg, vcov = ~INSTNR)
print(res)
write.csv(fe_res_table(res), file = "//nas1/XL2$/speciale/tables/fe_k50_all_deciles/real_neet_k_all_w-INSTNR-all_ses_small_all.csv")
reg <- feols(
fml = as.formula(paste(readLines("//nas1/XL2$/speciale/dst-con/nsdata/formulas/real_neet_k_all_w-INSTNR-all_ses_large_all.txt"), collapse = " ")),
data = df
)
res <- summary(reg, vcov = ~INSTNR)
print(res)
write.csv(fe_res_table(res), file = "//nas1/XL2$/speciale/tables/fe_k50_all_deciles/real_neet_k_all_w-INSTNR-all_ses_large_all.csv")
reg <- feols(
fml = as.formula(paste(readLines("//nas1/XL2$/speciale/dst-con/nsdata/formulas/eu_grad_k_all_nw-INSTNR-all_ses_small_all.txt"), collapse = " ")),
data = df
)
res <- summary(reg, vcov = ~INSTNR)
print(res)
write.csv(fe_res_table(res), file = "//nas1/XL2$/speciale/tables/fe_k50_all_deciles/eu_grad_k_all_nw-INSTNR-all_ses_small_all.csv")
reg <- feols(
fml = as.formula(paste(readLines("//nas1/XL2$/speciale/dst-con/nsdata/formulas/eu_grad_k_all_nw-INSTNR-all_ses_large_all.txt"), collapse = " ")),
data = df
)
res <- summary(reg, vcov = ~INSTNR)
print(res)
write.csv(fe_res_table(res), file = "//nas1/XL2$/speciale/tables/fe_k50_all_deciles/eu_grad_k_all_nw-INSTNR-all_ses_large_all.csv")
reg <- feols(
fml = as.formula(paste(readLines("//nas1/XL2$/speciale/dst-con/nsdata/formulas/gym_grad_k_all_nw-INSTNR-all_ses_small_all.txt"), collapse = " ")),
data = df
)
res <- summary(reg, vcov = ~INSTNR)
print(res)
write.csv(fe_res_table(res), file = "//nas1/XL2$/speciale/tables/fe_k50_all_deciles/gym_grad_k_all_nw-INSTNR-all_ses_small_all.csv")
reg <- feols(
fml = as.formula(paste(readLines("//nas1/XL2$/speciale/dst-con/nsdata/formulas/gym_grad_k_all_nw-INSTNR-all_ses_large_all.txt"), collapse = " ")),
data = df
)
res <- summary(reg, vcov = ~INSTNR)
print(res)
write.csv(fe_res_table(res), file = "//nas1/XL2$/speciale/tables/fe_k50_all_deciles/gym_grad_k_all_nw-INSTNR-all_ses_large_all.csv")
reg <- feols(
fml = as.formula(paste(readLines("//nas1/XL2$/speciale/dst-con/nsdata/formulas/us_grad_k_all_nw-INSTNR-all_ses_small_all.txt"), collapse = " ")),
data = df
)
res <- summary(reg, vcov = ~INSTNR)
print(res)
write.csv(fe_res_table(res), file = "//nas1/XL2$/speciale/tables/fe_k50_all_deciles/us_grad_k_all_nw-INSTNR-all_ses_small_all.csv")
reg <- feols(
fml = as.formula(paste(readLines("//nas1/XL2$/speciale/dst-con/nsdata/formulas/us_grad_k_all_nw-INSTNR-all_ses_large_all.txt"), collapse = " ")),
data = df
)
res <- summary(reg, vcov = ~INSTNR)
print(res)
write.csv(fe_res_table(res), file = "//nas1/XL2$/speciale/tables/fe_k50_all_deciles/us_grad_k_all_nw-INSTNR-all_ses_large_all.csv")
reg <- feols(
fml = as.formula(paste(readLines("//nas1/XL2$/speciale/dst-con/nsdata/formulas/real_neet_k_all_nw-INSTNR-all_ses_small_all.txt"), collapse = " ")),
data = df
)
res <- summary(reg, vcov = ~INSTNR)
print(res)
write.csv(fe_res_table(res), file = "//nas1/XL2$/speciale/tables/fe_k50_all_deciles/real_neet_k_all_nw-INSTNR-all_ses_small_all.csv")
reg <- feols(
fml = as.formula(paste(readLines("//nas1/XL2$/speciale/dst-con/nsdata/formulas/real_neet_k_all_nw-INSTNR-all_ses_large_all.txt"), collapse = " ")),
data = df
)
res <- summary(reg, vcov = ~INSTNR)
print(res)
write.csv(fe_res_table(res), file = "//nas1/XL2$/speciale/tables/fe_k50_all_deciles/real_neet_k_all_nw-INSTNR-all_ses_large_all.csv")