Nothing
## ----include = FALSE-----------------------------------------------------
library(expstudies)
library(dplyr)
library(magrittr)
library(pander)
exposures <- addExposures(records)
head(exposures)
exposures_mod <- exposures %>%
inner_join(select(records, key, issue_age, gender), by = "key") %>%
mutate(attained_age = issue_age + duration - 1)
## ---- results = "hide"---------------------------------------------------
head(exposures_mod)
## ---- results = "asis", echo = FALSE-------------------------------------
pander::pandoc.table(head(exposures_mod), split.table = Inf)
## ---- results = "hide"---------------------------------------------------
exposures_mort <- exposures_mod %>%
group_by(key) %>%
mutate(exposure_mod = if_else(duration == max(duration), 1, exposure),
death_cnt = if_else(duration == max(duration), 1, 0))
tail(exposures_mort, 4)
## ---- results = "asis", echo = FALSE-------------------------------------
exposures_mort <- exposures_mort %>% ungroup() %>% select(-exposure, -issue_age)
pander::pandoc.table(tail(exposures_mort, 4), split.table = Inf)
## ---- results = "hide"---------------------------------------------------
duration_rate <- exposures_mort %>%
group_by(duration) %>%
summarise(q = sum(death_cnt)/sum(exposure_mod))
duration_rate
## ---- results = "asis", echo = FALSE-------------------------------------
pander::pandoc.table(duration_rate)
## ---- results = "hide"---------------------------------------------------
attained_age_gender_rates <- exposures_mort %>%
group_by(attained_age, gender) %>%
summarise(q = sum(death_cnt)/sum(exposure_mod))
tail(attained_age_gender_rates)
## ---- results = "asis", echo = FALSE-------------------------------------
pander::pandoc.table(tail(attained_age_gender_rates))
## ------------------------------------------------------------------------
summary(expstudies::mortality_tables)
## ---- results = "hide"---------------------------------------------------
head(mortality_tables$AM92$AM92_Ultimate)
## ---- results = "asis", echo = FALSE-------------------------------------
pander::pandoc.table(head(mortality_tables$AM92$AM92_Ultimate))
## ---- results = "hide"---------------------------------------------------
head(left_join(exposures_mort, mortality_tables$AM92$AM92_Ultimate, by = "attained_age"))
## ---- results = "asis", echo = FALSE-------------------------------------
pander::pandoc.table(head(left_join(exposures_mort, select(mortality_tables$AM92$AM92_Ultimate, -table), by = "attained_age")), split.table = Inf)
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