CondiS
Censored Data Imputation for Direct Modeling
Description
Impute the survival times for censored observations based on their conditional survival distributions derived from the Kaplan-Meier estimator. 'CondiS' can replace the censored observations with the best approximations from the statistical model, allowing for direct application of machine learning-based methods. When covariates are available, 'CondiS' is extended by incorporating the covariate information through machine learning-based regression modeling ('CondiS_X'), which can further improve the imputed survival time.
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CRAN Check Status
Show all 13 flavors
| Flavor | Status |
|---|---|
| r-devel-linux-x86_64-debian-clang | OK |
| r-devel-linux-x86_64-debian-gcc | OK |
| r-devel-linux-x86_64-fedora-clang | NOTE |
| r-devel-linux-x86_64-fedora-gcc | NOTE |
| r-devel-windows-x86_64 | OK |
| r-oldrel-macos-arm64 | OK |
| r-oldrel-macos-x86_64 | OK |
| r-oldrel-windows-x86_64 | OK |
| r-patched-linux-x86_64 | OK |
| r-release-linux-x86_64 | OK |
| r-release-macos-arm64 | OK |
| r-release-macos-x86_64 | OK |
| r-release-windows-x86_64 | OK |
Check details (2 non-OK)
dependencies in R code
Namespaces in Imports field not imported from: ‘kernlab’ ‘purrr’ ‘survminer’ ‘tidyverse’ All declared Imports should be used.
dependencies in R code
Namespaces in Imports field not imported from: ‘kernlab’ ‘purrr’ ‘survminer’ ‘tidyverse’ All declared Imports should be used.
Check History
NOTE 11 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Jun 9, 2026
dependencies in R code
Namespaces in Imports field not imported from: ‘kernlab’ ‘purrr’ ‘survminer’ ‘tidyverse’ All declared Imports should be used.
dependencies in R code
Namespaces in Imports field not imported from: ‘kernlab’ ‘purrr’ ‘survminer’ ‘tidyverse’ All declared Imports should be used.
ERROR 10 OK · 2 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Jun 8, 2026
package dependencies
Packages required but not available: 'caret', 'tidyverse', 'survminer' See section ‘The DESCRIPTION file’ in the ‘Writing R Extensions’ manual.
dependencies in R code
Namespaces in Imports field not imported from: ‘kernlab’ ‘purrr’ ‘survminer’ ‘tidyverse’ All declared Imports should be used.
dependencies in R code
Namespaces in Imports field not imported from: ‘kernlab’ ‘purrr’ ‘survminer’ ‘tidyverse’ All declared Imports should be used.
NOTE 11 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE May 2, 2026
dependencies in R code
Namespaces in Imports field not imported from: ‘kernlab’ ‘purrr’ ‘survminer’ ‘tidyverse’ All declared Imports should be used.
dependencies in R code
Namespaces in Imports field not imported from: ‘kernlab’ ‘purrr’ ‘survminer’ ‘tidyverse’ All declared Imports should be used.
ERROR 9 OK · 2 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Apr 25, 2026
dependencies in R code
Namespaces in Imports field not imported from: ‘kernlab’ ‘purrr’ ‘survminer’ ‘tidyverse’ All declared Imports should be used.
dependencies in R code
Namespaces in Imports field not imported from: ‘kernlab’ ‘purrr’ ‘survminer’ ‘tidyverse’ All declared Imports should be used.
package dependencies
Package required but not available: ‘caret’ See section ‘The DESCRIPTION file’ in the ‘Writing R Extensions’ manual.
NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
dependencies in R code
Namespaces in Imports field not imported from: ‘kernlab’ ‘purrr’ ‘survminer’ ‘tidyverse’ All declared Imports should be used.
dependencies in R code
Namespaces in Imports field not imported from: ‘kernlab’ ‘purrr’ ‘survminer’ ‘tidyverse’ All declared Imports should be used.