sim2Dpredictr

Simulate Outcomes Using Spatially Dependent Design Matrices

CRAN Package

Provides tools for simulating spatially dependent predictors (continuous or binary), which are used to generate scalar outcomes in a (generalized) linear model framework. Continuous predictors are generated using traditional multivariate normal distributions or Gauss Markov random fields with several correlation function approaches (e.g., see Rue (2001) <doi:10.1111/1467-9868.00288> and Furrer and Sain (2010) <doi:10.18637/jss.v036.i10>), while binary predictors are generated using a Boolean model (see Cressie and Wikle (2011, ISBN: 978-0-471-69274-4)). Parameter vectors exhibiting spatial clustering can also be easily specified by the user.

  • Version0.1.1
  • R versionunknown
  • LicenseGPL-3
  • Needs compilation?No
  • Last release04/03/2023

Documentation


Team


Insights

Last 30 days

This package has been downloaded 129 times in the last 30 days. Now we're getting somewhere! Enough downloads to populate a lively group chat. The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 6 times.

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

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 1,784 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 Sep 11, 2024 with 23 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

  • Imports6 packages
  • Suggests4 packages