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.


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Insights

Last 30 days

This package has been downloaded 678 times in the last 30 days. This could be a paper that people cite without reading. Reaching the medium popularity echelon is no small feat! The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 25 times.

Sun
Mon
Tue
Wed
Thu
Fri
Sat
0 downloadsFeb 23, 2025
0 downloadsFeb 24, 2025
23 downloadsFeb 25, 2025
38 downloadsFeb 26, 2025
42 downloadsFeb 27, 2025
16 downloadsFeb 28, 2025
17 downloadsMar 1, 2025
29 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
0 downloadsMar 27, 2025
0 downloadsMar 28, 2025
0 downloadsMar 29, 2025
12
42

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 7,798 times in the last 365 days. A solid achievement! Enough downloads to get noticed at department meetings. 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