CaDENCE

Conditional Density Estimation Network Construction and Evaluation

v1.2.5 · Dec 4, 2017 · GPL-2

Description

Parameters of a user-specified probability distribution are modelled by a multi-layer perceptron artificial neural network. This framework can be used to implement probabilistic nonlinear models including mixture density networks, heteroscedastic regression models, zero-inflated models, etc. following Cannon (2012) <doi:10.1016/j.cageo.2011.08.023>.

Downloads

227

Last 30 days

14002nd

460

Last 90 days

460

Last year

Trend: -2.6% (30d vs prior 30d)

CRAN Check Status

2 NOTE

12 OK

Show all 14 flavors

Flavor	Status	Time
r-devel-linux-x86_64-debian-clang	NOTE	47.6s
r-devel-linux-x86_64-debian-gcc	NOTE	32.9s
r-devel-linux-x86_64-fedora-clang	OK	72.2s
r-devel-linux-x86_64-fedora-gcc	OK	70.3s
r-devel-macos-arm64	OK	16s
r-devel-windows-x86_64	OK	71s
r-oldrel-macos-arm64	OK
r-oldrel-macos-x86_64	OK	57s
r-oldrel-windows-x86_64	OK	81s
r-patched-linux-x86_64	OK	44.4s
r-release-linux-x86_64	OK	43.4s
r-release-macos-arm64	OK
r-release-macos-x86_64	OK	63s
r-release-windows-x86_64	OK	72s

Check details (14 non-OK)

NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Alex J. Cannon <alex.cannon@canada.ca>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: person(given = c("Alex", "J."),
                    family = "Cannon",
                    role = c("aut", "cre"),
                    email = "alex.cannon@canada.ca")
as necessary.

Package CITATION file contains call(s) to old-style citEntry().  Please
use bibentry() instead.

NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Alex J. Cannon <alex.cannon@canada.ca>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: person(given = c("Alex", "J."),
                    family = "Cannon",
                    role = c("aut", "cre"),
                    email = "alex.cannon@canada.ca")
as necessary.

Package CITATION file contains call(s) to old-style citEntry().  Please
use bibentry() instead.

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

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

NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026

NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Alex J. Cannon <alex.cannon@canada.ca>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: person(given = c("Alex", "J."),
                    family = "Cannon",
                    role = c("aut", "cre"),
                    email = "alex.cannon@canada.ca")
as necessary.

Package CITATION file contains call(s) to old-style citEntry().  Please
use bibentry() instead.

NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Alex J. Cannon <alex.cannon@canada.ca>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: person(given = c("Alex", "J."),
                    family = "Cannon",
                    role = c("aut", "cre"),
                    email = "alex.cannon@canada.ca")
as necessary.

Package CITATION file contains call(s) to old-style citEntry().  Please
use bibentry() instead.

Dependency Network

Version History

new 1.2.5 Mar 10, 2026