Debian 12 (Bookworm) native package

r-cran-loo

GNU R leave-one-out cross-validation and WAIC for Bayesian models

Packages / Debian 12 (Bookworm) / gnu-r / r-cran-loo

Package: r-cran-loo (2.5.1-1)

Maintainers:

Debian R Packages Maintainers

External Resources:

Homepage: [cran.r-project.org]

GNU R leave-one-out cross-validation and WAIC for Bayesian models

Other Packages Related to r-cran-loo:

dep: [r-base-core] (>= 4.2.0-1)
GNU R core of statistical computation and graphics system
dep: r-api-4.0
Package not available
dep: [r-cran-checkmate]
GNU R fast and versatile argument checks
dep: [r-cran-matrixstats] (>= 0.52)
GNU R methods that apply to rows and columns of a matrix

rec: [r-cran-testthat] (>= 2.1.0)
GNU R testsuite

sug: [r-cran-bayesplot] (>= 1.7.0)
GNU R plotting for bayesian models
sug: [r-cran-brms] (>= 2.10.0)
GNU R Bayesian regression models using 'Stan'
sug: [r-cran-ggplot2]
implementation of the Grammar of Graphics
sug: [r-cran-knitr]
GNU R package for dynamic report generation using Literate Programming
sug: [r-cran-rmarkdown]
convert R markdown documents into a variety of formats
sug: [r-cran-rstan]
GNU R interface to Stan
sug: [r-cran-rstanarm] (>= 2.19.0)
GNU R bayesian applied regression modeling via stan
sug: [r-cran-rstantools]
tools for developing GNU R packages interfacing with 'Stan'
sug: [r-cran-spdep]
GNU R spatial dependence: weighting schemes, statistics and models

Download r-cran-loo

Architecture	Package Size	Installed Size	Files
all	2.7 MiB	3.6 MiB	[list of files]

Package file paths (0)

Paths come from the repository package-file index for the observed builds. They describe archive/package associations, not every file that will exist on a running system after maintainer scripts, alternatives, generated state, diversions, or installation choices.

No package-associated file paths were observed for the displayed build metadata.

Field source: Debian 12 (Bookworm) main arm64 revision bookworm-main-arm64:2ddb1737692e8c45c53e8d57c0ce4cd21c78c5703b830c3226b1423566a06c00

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Versions, suites, and repositories

Each row is recorded package-index metadata for one version, architecture, suite, and repository. Names, URLs, and sizes are source-reported; a link is a potentially mutable retrieval location, not an OpenFactory redistribution claim or proof that OpenFactory retained the artifact bytes.

Version	Release	Architecture	Repository	Package size	Installed size	Publisher repository artifact
2.5.1-1	bookworm / main	all	Debian 12 · main · arm64	2.7 MiB	3.6 MiB	pool/main/r/r-cran-loo/r-cran-loo_2.5.1-1_all.deb
2.5.1-1	bookworm / main	all	Debian 12 · main · amd64	2.7 MiB	3.6 MiB	pool/main/r/r-cran-loo/r-cran-loo_2.5.1-1_all.deb

Field source: Debian 12 (Bookworm) main arm64 revision bookworm-main-arm64:2ddb1737692e8c45c53e8d57c0ce4cd21c78c5703b830c3226b1423566a06c00

Checksums and observation dates

For an APT source, signature verification authenticates the repository metadata chain and the Packages index containing this source-reported artifact digest. It does not certify package safety.

2.5.1-1 / allObserved Sep 1, 2026 to Sep 1, 2026

Verification status: Metadata observed; artifact bytes were not independently fetched or hashed by this catalog import. The digest below is source-reported.

Source-reported sha256: 0adafc8ab309efdf9a465cb68ddd6da04736da410e8709c818dfa59a02c960af

After downloading that exact artifact, compare its bytes with the source-reported expected digest:

printf '%s  %s\n' '0adafc8ab309efdf9a465cb68ddd6da04736da410e8709c818dfa59a02c960af' 'r-cran-loo_2.5.1-1_all.deb' | sha256sum --check --strict -

A match establishes equality with the repository metadata value. It does not establish safety or catalog-side artifact retrieval.

Field source: Debian 12 (Bookworm) main arm64 revision bookworm-main-arm64:2ddb1737692e8c45c53e8d57c0ce4cd21c78c5703b830c3226b1423566a06c00

2.5.1-1 / allObserved Sep 1, 2026 to Sep 1, 2026

Verification status: Metadata observed; artifact bytes were not independently fetched or hashed by this catalog import. The digest below is source-reported.

Source-reported sha256: 0adafc8ab309efdf9a465cb68ddd6da04736da410e8709c818dfa59a02c960af

After downloading that exact artifact, compare its bytes with the source-reported expected digest:

printf '%s  %s\n' '0adafc8ab309efdf9a465cb68ddd6da04736da410e8709c818dfa59a02c960af' 'r-cran-loo_2.5.1-1_all.deb' | sha256sum --check --strict -

A match establishes equality with the repository metadata value. It does not establish safety or catalog-side artifact retrieval.

Field source: Debian 12 (Bookworm) main amd64 revision bookworm-main-amd64:9e0b5aabb2465b3d2e7a7fe27f9913846277833f7a2826e7767acccff5b588c5

Catalog record completeness

The completeness score measures metadata coverage, not software quality, security, compatibility, or suitability.

Summary and description: 25/25
Artifact path and source digest: 25/25
Dependency metadata: 15/15
Package-file index: 0/15
Homepage: 5/5
License text: 0/5
Source package or maintainer: 10/10

Recorded total: 80/100

Field source: Debian 12 (Bookworm) main amd64 revision bookworm-main-amd64:9e0b5aabb2465b3d2e7a7fe27f9913846277833f7a2826e7767acccff5b588c5, Debian 12 (Bookworm) main arm64 revision bookworm-main-arm64:2ddb1737692e8c45c53e8d57c0ce4cd21c78c5703b830c3226b1423566a06c00. The cross-OS mapping is catalog-derived from the source-reported homepage; it does not establish authorship or publisher identity

Sources and provenance

Field-source links above resolve here. Each source entry names the metadata publisher, trust tier, exact snapshot revision, signature result, and observation time; catalog-derived mappings are labeled separately.

Debian 12 (Bookworm) main amd64Sep 1, 2026
Authoritative source; repository metadata signature verified, revision bookworm-main-amd64:9e0b5aabb2465b3d2e7a7fe27f9913846277833f7a2826e7767acccff5b588c5
Signature verification covers the configured repository metadata chain. It does not certify that the package is safe or suitable.
Repository-signature verification record
Signed object
https://deb.debian.org/debian/dists/bookworm/InRelease
Signed-object SHA-256
77737fa4b34f2693e982cc9ee35736816c35a7778fc2d326cc1bbf5b301fe1aa
Signer fingerprint
4CB50190207B4758A3F73A796ED0E7B82643E131
Keyring revision
debian-archive-keyring.gpg
SHA-256 506b815cbb32d9b6066b4a2aa524071e071761e7e7f68c3ac74f3061ba852017
Tool and policy
gpgv (GnuPG) 2.4.9
openfactory-software-catalog-signature-v1
Verification time
Sep 1, 2026
Signed Release → package-index hash linkage
Path: main/binary-amd64/Packages.xz
Expected SHA-256: 9e0b5aabb2465b3d2e7a7fe27f9913846277833f7a2826e7767acccff5b588c5
Observed SHA-256: 9e0b5aabb2465b3d2e7a7fe27f9913846277833f7a2826e7767acccff5b588c5
Result: match verified
Debian 12 (Bookworm) main arm64Sep 1, 2026
Authoritative source; repository metadata signature verified, revision bookworm-main-arm64:2ddb1737692e8c45c53e8d57c0ce4cd21c78c5703b830c3226b1423566a06c00
Signature verification covers the configured repository metadata chain. It does not certify that the package is safe or suitable.
Repository-signature verification record
Signed object
https://deb.debian.org/debian/dists/bookworm/InRelease
Signed-object SHA-256
77737fa4b34f2693e982cc9ee35736816c35a7778fc2d326cc1bbf5b301fe1aa
Signer fingerprint
4CB50190207B4758A3F73A796ED0E7B82643E131
Keyring revision
debian-archive-keyring.gpg
SHA-256 506b815cbb32d9b6066b4a2aa524071e071761e7e7f68c3ac74f3061ba852017
Tool and policy
gpgv (GnuPG) 2.4.9
openfactory-software-catalog-signature-v1
Verification time
Sep 1, 2026
Signed Release → package-index hash linkage
Path: main/binary-arm64/Packages.xz
Expected SHA-256: 2ddb1737692e8c45c53e8d57c0ce4cd21c78c5703b830c3226b1423566a06c00
Observed SHA-256: 2ddb1737692e8c45c53e8d57c0ce4cd21c78c5703b830c3226b1423566a06c00
Result: match verified