CaDENCE

Conditional Density Estimation Network Construction and Evaluation

CRAN Package

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.

  • Version1.2.5
  • R versionunknown
  • LicenseGPL-2
  • Needs compilation?No
  • Last release12/05/2017

Documentation


Team


Insights

Last 30 days

This package has been downloaded 241 times in the last 30 days. Enough downloads to make a small wave in the niche community. The curiosity is spreading! The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 10 times.

Sun
Mon
Tue
Wed
Thu
Fri
Sat
0 downloadsMar 2, 2025
0 downloadsMar 3, 2025
0 downloadsMar 4, 2025
0 downloadsMar 5, 2025
6 downloadsMar 6, 2025
8 downloadsMar 7, 2025
2 downloadsMar 8, 2025
3 downloadsMar 9, 2025
5 downloadsMar 10, 2025
13 downloadsMar 11, 2025
4 downloadsMar 12, 2025
6 downloadsMar 13, 2025
3 downloadsMar 14, 2025
21 downloadsMar 15, 2025
3 downloadsMar 16, 2025
9 downloadsMar 17, 2025
8 downloadsMar 18, 2025
18 downloadsMar 19, 2025
17 downloadsMar 20, 2025
9 downloadsMar 21, 2025
5 downloadsMar 22, 2025
6 downloadsMar 23, 2025
8 downloadsMar 24, 2025
12 downloadsMar 25, 2025
7 downloadsMar 26, 2025
5 downloadsMar 27, 2025
16 downloadsMar 28, 2025
1 downloadsMar 29, 2025
8 downloadsMar 30, 2025
4 downloadsMar 31, 2025
10 downloadsApr 1, 2025
13 downloadsApr 2, 2025
1 downloadsApr 3, 2025
10 downloadsApr 4, 2025
0 downloadsApr 5, 2025
1
21

The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Last 365 days

This package has been downloaded 3,248 times in the last 365 days. That's enough downloads to impress a room full of undergrads. A commendable achievement indeed. The day with the most downloads was Aug 21, 2024 with 41 downloads.

The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Data provided by CRAN


Binaries


Dependencies

  • Depends1 package
  • Suggests1 package