RobustCalibration

Robust Calibration of Imperfect Mathematical Models

CRAN Package

Implements full Bayesian analysis for calibrating mathematical models with new methodology for modeling the discrepancy function. It allows for emulation, calibration and prediction using complex mathematical model outputs and experimental data. See the reference: Mengyang Gu and Long Wang, 2018, Journal of Uncertainty Quantification; Mengyang Gu, Fangzheng Xie and Long Wang, 2022, Journal of Uncertainty Quantification; Mengyang Gu, Kyle Anderson and Erika McPhillips, 2023, Technometrics.


Documentation


Team


Insights

Last 30 days

This package has been downloaded 485 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 55 times.

Sun
Mon
Tue
Wed
Thu
Fri
Sat
0 downloadsMar 2, 2025
8 downloadsMar 3, 2025
48 downloadsMar 4, 2025
12 downloadsMar 5, 2025
3 downloadsMar 6, 2025
4 downloadsMar 7, 2025
42 downloadsMar 8, 2025
1 downloadsMar 9, 2025
4 downloadsMar 10, 2025
6 downloadsMar 11, 2025
12 downloadsMar 12, 2025
50 downloadsMar 13, 2025
5 downloadsMar 14, 2025
13 downloadsMar 15, 2025
2 downloadsMar 16, 2025
23 downloadsMar 17, 2025
27 downloadsMar 18, 2025
11 downloadsMar 19, 2025
6 downloadsMar 20, 2025
8 downloadsMar 21, 2025
6 downloadsMar 22, 2025
1 downloadsMar 23, 2025
51 downloadsMar 24, 2025
2 downloadsMar 25, 2025
16 downloadsMar 26, 2025
6 downloadsMar 27, 2025
59 downloadsMar 28, 2025
0 downloadsMar 29, 2025
2 downloadsMar 30, 2025
2 downloadsMar 31, 2025
55 downloadsApr 1, 2025
0 downloadsApr 2, 2025
0 downloadsApr 3, 2025
0 downloadsApr 4, 2025
0 downloadsApr 5, 2025
0
59

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 6,474 times in the last 365 days. That's a lot of interest! Someone might even write a blog post about it. The day with the most downloads was Sep 11, 2024 with 72 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

  • Imports3 packages
  • Linking To2 packages