SBMTrees
Longitudinal Sequential Imputation and Prediction with Bayesian Trees Mixed-Effects Models for Longitudinal Data
Description
Implements a sequential imputation framework using Bayesian Mixed-Effects Trees ('SBMTrees') for handling missing data in longitudinal studies. The package supports a variety of models, including non-linear relationships and non-normal random effects and residuals, leveraging Dirichlet Process priors for increased flexibility. Key features include handling Missing at Random (MAR) longitudinal data, imputation of both covariates and outcomes, and generating posterior predictive samples for further analysis. The methodology is designed for applications in epidemiology, biostatistics, and other fields requiring robust handling of missing data in longitudinal settings.
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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 | OK |
| r-devel-linux-x86_64-fedora-gcc | OK |
| 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 History
OK 13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Jun 9, 2026
ERROR 12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Jun 8, 2026
package dependencies
Package required but not available: ‘mice’ Package suggested but not available for checking: ‘mitml’ See section ‘The DESCRIPTION file’ in the ‘Writing R Extensions’ manual.
OK 13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE May 2, 2026
ERROR 11 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Apr 25, 2026
package dependencies
Package required but not available: ‘mice’ Package suggested but not available for checking: ‘mitml’ See section ‘The DESCRIPTION file’ in the ‘Writing R Extensions’ manual.
NOTE 11 OK · 3 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Apr 22, 2026
installed package size
installed size is 9.8Mb
sub-directories of 1Mb or more:
libs 9.6Mb
installed package size
installed size is 9.8Mb
sub-directories of 1Mb or more:
libs 9.5Mb
for GNU extensions in Makefiles
GNU make is a SystemRequirements.
ERROR 10 OK · 3 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Apr 18, 2026
whether package can be installed
Installation failed. See 'd:/Rcompile/CRANpkg/local/4.6/SBMTrees.Rcheck/00install.out' for details.
installed package size
installed size is 9.8Mb
sub-directories of 1Mb or more:
libs 9.6Mb
installed package size
installed size is 9.8Mb
sub-directories of 1Mb or more:
libs 9.5Mb
for GNU extensions in Makefiles
GNU make is a SystemRequirements.
NOTE 8 OK · 6 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Apr 10, 2026
compiled code
File ‘SBMTrees/libs/SBMTrees.so’: Found non-API call to R: ‘R_UnboundValue’ Compiled code should not call non-API entry points in R. See ‘Writing portable packages’ in the ‘Writing R Extensions’ manual, and section ‘Moving into C API compliance’ for issues with the use of non-API entry points.
compiled code
File 'SBMTrees/libs/x64/SBMTrees.dll': Found non-API call to R: 'R_UnboundValue' Compiled code should not call non-API entry points in R. See 'Writing portable packages' in the 'Writing R Extensions' manual, and section 'Moving into C API compliance' for issues with the use of non-API entry points.
compiled code
File ‘SBMTrees/libs/SBMTrees.so’: Found non-API call to R: ‘R_UnboundValue’ Compiled code should not call non-API entry points in R. See ‘Writing portable packages’ in the ‘Writing R Extensions’ manual, and section ‘Moving into C API compliance’ for issues with the use of non-API entry points.
installed package size
installed size is 9.8Mb
sub-directories of 1Mb or more:
libs 9.6Mb
installed package size
installed size is 9.8Mb
sub-directories of 1Mb or more:
libs 9.5Mb
for GNU extensions in Makefiles
GNU make is a SystemRequirements.
ERROR 7 OK · 6 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Apr 9, 2026
compiled code
File ‘SBMTrees/libs/SBMTrees.so’: Found non-API call to R: ‘R_UnboundValue’ Compiled code should not call non-API entry points in R. See ‘Writing portable packages’ in the ‘Writing R Extensions’ manual, and section ‘Moving into C API compliance’ for issues with the use of non-API entry points.
whether package can be installed
Installation failed. See ‘/home/hornik/tmp/R.check/r-devel-gcc/Work/PKGS/SBMTrees.Rcheck/00install.out’ for details.
compiled code
File 'SBMTrees/libs/x64/SBMTrees.dll': Found non-API call to R: 'R_UnboundValue' Compiled code should not call non-API entry points in R. See 'Writing portable packages' in the 'Writing R Extensions' manual, and section 'Moving into C API compliance' for issues with the use of non-API entry points.
compiled code
File ‘SBMTrees/libs/SBMTrees.so’: Found non-API call to R: ‘R_UnboundValue’ Compiled code should not call non-API entry points in R. See ‘Writing portable packages’ in the ‘Writing R Extensions’ manual, and section ‘Moving into C API compliance’ for issues with the use of non-API entry points.
installed package size
installed size is 9.8Mb
sub-directories of 1Mb or more:
libs 9.6Mb
installed package size
installed size is 9.8Mb
sub-directories of 1Mb or more:
libs 9.5Mb
for GNU extensions in Makefiles
GNU make is a SystemRequirements.
NOTE 11 OK · 3 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
installed package size
installed size is 9.8Mb
sub-directories of 1Mb or more:
libs 9.6Mb
installed package size
installed size is 9.8Mb
sub-directories of 1Mb or more:
libs 9.5Mb
for GNU extensions in Makefiles
GNU make is a SystemRequirements.