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Kevin Kunzmann
GOSe-6mo-imputation
Commits
c1840dfc
Commit
c1840dfc
authored
Apr 18, 2019
by
Kevin
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naming convention + minor fixed in input checking
parent
326fb908
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2
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with
11 additions
and
7 deletions
+11
-7
imputation-report.Rmd
imputation-report.Rmd
+3
-4
scripts/check-inputs.R
scripts/check-inputs.R
+8
-3
No files found.
imputation-report.Rmd
View file @
c1840dfc
...
@@ -106,7 +106,6 @@ tbl_combined$Outcomes.DerivedCompositeGOSE %>% table
...
@@ -106,7 +106,6 @@ tbl_combined$Outcomes.DerivedCompositeGOSE %>% table
# Impute
# Impute
```{r impute}
```{r impute}
tbl_gose_msm <- tbl_combined %>%
tbl_gose_msm <- tbl_combined %>%
select(
select(
...
@@ -163,7 +162,7 @@ fit <- msm::msm(
...
@@ -163,7 +162,7 @@ fit <- msm::msm(
censor.states = 2:7, # cannot be dead since these were filtered previously
censor.states = 2:7, # cannot be dead since these were filtered previously
control = list(
control = list(
fnscale = 12000,
fnscale = 12000,
maxit = 10^4,
maxit = 10
, # 10
^4,
trace = 2
trace = 2
)
)
)
)
...
@@ -331,7 +330,7 @@ tbl_final_imputations %>%
...
@@ -331,7 +330,7 @@ tbl_final_imputations %>%
```{r save-imputed-values}
```{r save-imputed-values}
tbl_final_imputations %>% {
tbl_final_imputations %>% {
tmp <- .
tmp <- .
names(tmp) <- gsub("gose", "
Outcomes.Derived
GOSE", x = names(.))
names(tmp) <- gsub("gose", "
Subject.Subject.DerivedImputed180Days
GOSE", x = names(.))
tmp } %>%
tmp } %>%
write_csv("tbl_imputed_gose.csv")
write_csv("tbl_imputed_gose.csv")
```
```
...
...
scripts/check-inputs.R
View file @
c1840dfc
...
@@ -15,8 +15,13 @@ varnames <- c(
...
@@ -15,8 +15,13 @@ varnames <- c(
"Subject.PatientType"
,
"Subject.PatientType"
,
"Subject.DeathDate"
"Subject.DeathDate"
)
)
colnames
<-
readr
::
read_csv
(
input_csv
,
n_max
=
1
)
%>%
names
colnames
<-
readr
::
read_csv
(
input_csv
,
n_max
=
1
,
,
col_types
=
"cinncD"
)
%>%
names
if
(
!
all
(
colnames
==
varnames
))
if
(
!
all
(
colnames
==
varnames
))
stop
(
"colnames do not match varnames, check order!"
)
stop
(
"colnames do not match varnames, check order!"
)
tbl_gose_imputation
<-
readr
::
read_csv
(
input_csv
,
col_types
=
"cinncD"
)
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