tidyvpc

VPC Percentiles and Prediction Intervals

CRAN Package

Perform a Visual Predictive Check (VPC), while accounting for stratification, censoring, and prediction correction. Using piping from 'magrittr', the intuitive syntax gives users a flexible and powerful method to generate VPCs using both traditional binning and a new binless approach Jamsen et al. (2018) doi:10.1002/psp4.12319 with Additive Quantile Regression (AQR) and Locally Estimated Scatterplot Smoothing (LOESS) prediction correction.


Documentation


Team


Insights

Last 30 days

This package has been downloaded 651 times in the last 30 days. Not bad! The download count is somewhere between 'small-town buzz' and 'moderate academic conference'. The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 38 times.

Sun
Mon
Tue
Wed
Thu
Fri
Sat
0 downloadsMar 2, 2025
16 downloadsMar 3, 2025
19 downloadsMar 4, 2025
38 downloadsMar 5, 2025
12 downloadsMar 6, 2025
21 downloadsMar 7, 2025
18 downloadsMar 8, 2025
14 downloadsMar 9, 2025
16 downloadsMar 10, 2025
36 downloadsMar 11, 2025
30 downloadsMar 12, 2025
29 downloadsMar 13, 2025
13 downloadsMar 14, 2025
30 downloadsMar 15, 2025
26 downloadsMar 16, 2025
12 downloadsMar 17, 2025
14 downloadsMar 18, 2025
18 downloadsMar 19, 2025
20 downloadsMar 20, 2025
23 downloadsMar 21, 2025
13 downloadsMar 22, 2025
21 downloadsMar 23, 2025
24 downloadsMar 24, 2025
25 downloadsMar 25, 2025
25 downloadsMar 26, 2025
12 downloadsMar 27, 2025
53 downloadsMar 28, 2025
19 downloadsMar 29, 2025
11 downloadsMar 30, 2025
5 downloadsMar 31, 2025
38 downloadsApr 1, 2025
0 downloadsApr 2, 2025
0 downloadsApr 3, 2025
0 downloadsApr 4, 2025
0 downloadsApr 5, 2025
5
53

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 7,857 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 Nov 23, 2024 with 64 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

  • Imports10 packages
  • Suggests11 packages
  • Reverse Imports1 package
  • Reverse Suggests2 packages