bigDM

Scalable Bayesian Disease Mapping Models for High-Dimensional Data

CRAN Package

Implements several spatial and spatio-temporal scalable disease mapping models for high-dimensional count data using the INLA technique for approximate Bayesian inference in latent Gaussian models (Orozco-Acosta et al., 2021 doi:10.1016/j.spasta.2021.100496; Orozco-Acosta et al., 2023 doi:10.1016/j.cmpb.2023.107403 and Vicente et al., 2023 doi:10.1007/s11222-023-10263-x). The creation and develpment of this package has been supported by Project MTM2017-82553-R (AEI/FEDER, UE) and Project PID2020-113125RB-I00/MCIN/AEI/10.13039/501100011033. It has also been partially funded by the Public University of Navarra (project PJUPNA2001).


Documentation


Team


Insights

Last 30 days

This package has been downloaded 450 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 30 times.

Sun
Mon
Tue
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Thu
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Sat
0 downloadsMar 2, 2025
10 downloadsMar 3, 2025
17 downloadsMar 4, 2025
30 downloadsMar 5, 2025
4 downloadsMar 6, 2025
10 downloadsMar 7, 2025
8 downloadsMar 8, 2025
5 downloadsMar 9, 2025
6 downloadsMar 10, 2025
16 downloadsMar 11, 2025
18 downloadsMar 12, 2025
11 downloadsMar 13, 2025
9 downloadsMar 14, 2025
23 downloadsMar 15, 2025
3 downloadsMar 16, 2025
13 downloadsMar 17, 2025
14 downloadsMar 18, 2025
10 downloadsMar 19, 2025
22 downloadsMar 20, 2025
13 downloadsMar 21, 2025
6 downloadsMar 22, 2025
6 downloadsMar 23, 2025
7 downloadsMar 24, 2025
26 downloadsMar 25, 2025
16 downloadsMar 26, 2025
15 downloadsMar 27, 2025
74 downloadsMar 28, 2025
14 downloadsMar 29, 2025
8 downloadsMar 30, 2025
6 downloadsMar 31, 2025
30 downloadsApr 1, 2025
0 downloadsApr 2, 2025
0 downloadsApr 3, 2025
0 downloadsApr 4, 2025
0 downloadsApr 5, 2025
3
74

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 4,647 times in the last 365 days. Consider this 'mid-tier influencer' status—if it were a TikTok, it would get a nod from nieces and nephews. The day with the most downloads was Mar 28, 2025 with 74 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

  • Imports16 packages
  • Suggests5 packages