IDLFM
Individual Dynamic Latent Factor Model
v1.0.0
·
May 11, 2025
·
MIT + file LICENSE
Description
A personalized dynamic latent factor model (Zhang et al. (2024) <doi:10.1093/biomet/asae015>) for irregular multi-resolution time series data, to interpolate unsampled measurements from low-resolution time series.
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2
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Show all 14 flavors
| Flavor | Status |
|---|---|
| r-devel-linux-x86_64-debian-clang | ERROR |
| 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 | OK |
| r-oldrel-macos-x86_64 | ERROR |
| 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 (16 non-OK)
ERROR
r-devel-linux-x86_64-debian-clang
package dependencies
Package required but not available: ‘SparseArray’ See section ‘The DESCRIPTION file’ in the ‘Writing R Extensions’ manual.
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
R code for possible problems
generate_data: possible error in SVT_SparseArray(dim = c(n_patients, n_var, time)): unused argument (dim = c(n_patients, n_var, time)) generate_data: possible error in SVT_SparseArray(dim = c(n_patients, 1, time)): unused argument (dim = c(n_patients, 1, time))
ERROR
r-oldrel-macos-x86_64
examples
Running examples in ‘IDLFM-Ex.R’ failed
The error most likely occurred in:
> ### Name: IDLFM
> ### Title: Individualized Dynamic Latent Factor Model
> ### Aliases: IDLFM
>
> ### ** Examples
>
> library(splines)
> #if (!require("BiocManager", quietly = TRUE))
> #install.packages("BiocManager")
> #BiocManager::install("SparseArray")
> library(SparseArray)
Loading required package: Matrix
Loading required package: BiocGenerics
Attaching package: ‘BiocGenerics’
The following objects are masked from ‘package:stats’:
IQR, mad, sd, var, xtabs
The following objects are masked from ‘package:base’:
Filter, Find, Map, Position, Reduce, anyDuplicated, aperm, append,
as.data.frame, basename, cbind, colnames, dirname, do.call,
duplicated, eval, evalq, get, grep, grepl, intersect, is.unsorted,
lapply, mapply, match, mget, order, paste, pmax, pmax.int, pmin,
pmin.int, rank, rbind, rownames, sapply, setdiff, table, tapply,
union, unique, unsplit, which.max, which.min
Loading required package: MatrixGenerics
Loading required package: matrixStats
Attaching package: ‘MatrixGenerics’
The following objects are masked from ‘package:matrixStats’:
colAlls, colAnyNAs, colAnys, colAvgsPerRowSet, colCollapse,
colCounts, colCummaxs, colCummins, colCumprods, colCumsums,
colDiffs, colIQRDiffs, colIQRs, colLogSumExps, colMadDiffs,
colMads, colMaxs, colMeans2, colMedians, colMins, colOrderStats,
colProds, colQuantiles, colRanges, colRanks, colSdDiffs, colSds,
colSums2, colTabulates, colVarDiffs, colVars, colWeightedMads,
colWeightedMeans, colWeightedMedians, colWeightedSds,
colWeightedVars, rowAlls, rowAnyNAs, rowAnys, rowAvgsPerColSet,
rowCollapse, rowCounts, rowCummaxs, rowCummins, rowCumprods,
rowCumsums, rowDiffs, rowIQRDiffs, rowIQRs, rowLogSumExps,
rowMadDiffs, rowMads, rowMaxs, rowMeans2, rowMedians, rowMins,
rowOrderStats, rowProds, rowQuantiles, rowRanges, rowRanks,
rowSdDiffs, rowSds, rowSums2, rowTabulates, rowVarDiffs, rowVars,
rowWeightedMads, rowWeightedMeans, rowWeightedMedians,
rowWeightedSds, rowWeightedVars
Loading required package: S4Vectors
Loading required package: stats4
Attaching package: ‘S4Vectors’
The following objects are masked from ‘package:Matrix’:
expand, unname
The following object is masked from ‘package:utils’:
findMatches
The following objects are masked from ‘package:base’:
I, expand.grid, unname
Loading required package: S4Arrays
Loading required package: abind
Loading required package: IRanges
Attaching package: ‘S4Arrays’
The following object is masked from ‘package:abind’:
abind
The following object is masked from ‘package:base’:
rowsum
>
> I <- 3
> J <- 5
> time <- 1000
> R <- 3
> k <- 3
> N <- 300
> idx_x <- randomSparseArray(c(I, J, time), density=0.8)
> idx_y_train <- randomSparseArray(c(I, 1, time), density=0.2)
> idx_y_test <- randomSparseArray(c(I, 1, time), density=0.2)
> data <- generate_data(I, J, time, idx_x, idx_y_train, R, k, N)
Error: unable to find an inherited method for function ‘nzcount’ for signature ‘x = "numeric"’
Execution halted
WARNING
r-oldrel-macos-x86_64
whether package can be installed
Found the following significant warnings: Note: possible error in 'SVT_SparseArray(dim = c(n_patients, ': unused argument (dim = c(n_patients, n_var, time)) Note: possible error in 'SVT_SparseArray(dim = c(n_patients, ': unused argument (dim = c(n_patients, 1, time)) See ‘/Volumes/Builds/packages/big-sur-x86_64/results/4.4/IDLFM.Rcheck/00install.out’ for details. Information on the location(s) of code generating the ‘Note’s can be obtained by re-running with environment variable R_KEEP_PKG_SOURCE set to ‘yes’.
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
*
Check History
ERROR 12 OK · 0 NOTE · 0 WARNING · 2 ERROR · 0 FAILURE Mar 9, 2026
ERROR
r-devel-linux-x86_64-debian-clang
package dependencies
Package required but not available: ‘SparseArray’ See section ‘The DESCRIPTION file’ in the ‘Writing R Extensions’ manual.
ERROR
r-oldrel-macos-x86_64
whether package can be installed
Found the following significant warnings: Note: possible error in 'SVT_SparseArray(dim = c(n_patients, ': unused argument (dim = c(n_patients, n_var, time)) Note: possible error in 'SVT_SparseArray(dim = c(n_patients, ': unused argument (dim = c(n_patients, 1, time)) See ‘/Volumes/Builds/packages/big-sur-x86_64/results/4.4/IDLFM.Rcheck/00install.out’ for details. Information on the location(s) of code generating the ‘Note’s can be obtained by re-running with environment variable R_KEEP_PKG
Dependency Network
Version History
new
1.0.0
Mar 10, 2026