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GOSe-6mo-imputation
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Kevin Kunzmann
GOSe-6mo-imputation
Commits
6a9167ab
Commit
6a9167ab
authored
May 15, 2019
by
Kevin Kunzmann
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corrected bug in recombination of imputed with known dead individuals
parent
3f53e219
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imputation-report.Rmd
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imputation-report.Rmd
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6a9167ab
...
@@ -202,6 +202,7 @@ tbl_posteriors <- tibble(
...
@@ -202,6 +202,7 @@ tbl_posteriors <- tibble(
```
```
```{r final-imputations}
```{r final-imputations}
# start by adding confirmed <= 180d deaths back in
tbl_final_imputations <- readr::read_csv(
tbl_final_imputations <- readr::read_csv(
sprintf('%s/tbl_gose_imputation.csv', config$datapath),
sprintf('%s/tbl_gose_imputation.csv', config$datapath),
col_types = "cinncD"
col_types = "cinncD"
...
@@ -209,7 +210,7 @@ tbl_final_imputations <- readr::read_csv(
...
@@ -209,7 +210,7 @@ tbl_final_imputations <- readr::read_csv(
select(gupi, Subject.DeathDate) %>%
select(gupi, Subject.DeathDate) %>%
distinct %>%
distinct %>%
transmute(
transmute(
gupi = gupi,
gupi
= gupi,
death_days = difftime(Subject.DeathDate, "1970-01-01", unit = "days") %>% as.numeric
death_days = difftime(Subject.DeathDate, "1970-01-01", unit = "days") %>% as.numeric
) %>%
) %>%
left_join(tbl_posteriors, by = "gupi") %>%
left_join(tbl_posteriors, by = "gupi") %>%
...
@@ -220,7 +221,7 @@ tbl_final_imputations <- readr::read_csv(
...
@@ -220,7 +221,7 @@ tbl_final_imputations <- readr::read_csv(
) %>%
) %>%
mutate(
mutate(
probability = ifelse(
probability = ifelse(
is.na(death_days),
is.na(death_days)
| (death_days > 180)
,
probability,
probability,
ifelse(gose != "gose_1_probability", 0.0, 1.0)
ifelse(gose != "gose_1_probability", 0.0, 1.0)
)
)
...
...
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