missSBM
Handling Missing Data in Stochastic Block Models
Description
When a network is partially observed (here, NAs in the adjacency matrix rather than 1 or 0 due to missing information between node pairs), it is possible to account for the underlying process that generates those NAs. 'missSBM', presented in 'Barbillon, Chiquet and Tabouy' (2022) <doi:10.18637/jss.v101.i12>, adjusts the popular stochastic block model from network data sampled under various missing data conditions, as described in 'Tabouy, Barbillon and Chiquet' (2019) <doi:10.1080/01621459.2018.1562934>.
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CRAN Check Status
Show all 14 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-macos-arm64 | OK |
| r-devel-windows-x86_64 | OK |
| r-oldrel-macos-arm64 | NOTE |
| r-oldrel-macos-x86_64 | NOTE |
| 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)
installed package size
installed size is 7.0Mb
sub-directories of 1Mb or more:
libs 4.9Mb
installed package size
installed size is 7.0Mb
sub-directories of 1Mb or more:
libs 4.9Mb
Check History
NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 30, 2026
installed package size
installed size is 7.0Mb
sub-directories of 1Mb or more:
libs 4.9Mb
installed package size
installed size is 7.0Mb
sub-directories of 1Mb or more:
libs 4.9Mb
ERROR 11 OK · 2 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Mar 10, 2026
tests
Running ‘spelling.R’ [0s/0s]
Running ‘testthat.R’ [15s/14s]
Running the tests in ‘tests/testthat.R’ failed.
Complete output:
> library(testthat)
> library(missSBM)
>
> test_check("missSBM")
Adjusting Variational EM for Stochastic Blo
...[truncated]...
..)
12. │ └─.Object$initialize(...)
13. └─blockmodels (local) `<dfltBndF>`(base::quote(NULL))
14. └─methods:::.setDummyField(...)
[ FAIL 4 | WARN 6 | SKIP 0 | PASS 381 ]
Error:
! Test failures.
Execution halted
installed package size
installed size is 7.0Mb
sub-directories of 1Mb or more:
libs 4.9Mb
installed package size
installed size is 7.0Mb
sub-directories of 1Mb or more:
libs 4.9Mb