sambia

A Collection of Techniques Correcting for Sample Selection Bias

CRAN Package

A collection of various techniques correcting statistical models for sample selection bias is provided. In particular, the resampling-based methods "stochastic inverse-probability oversampling" and "parametric inverse-probability bagging" are placed at the disposal which generate synthetic observations for correcting classifiers for biased samples resulting from stratified random sampling. For further information, see the article Krautenbacher, Theis, and Fuchs (2017) doi:10.1155/2017/7847531. The methods may be used for further purposes where weighting and generation of new observations is needed.

  • Version0.1.0
  • R versionunknown
  • LicenseGPL-3
  • Needs compilation?No
  • Last release06/06/2018

Team


Insights

Last 30 days

This package has been downloaded 118 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
0 downloadsMar 3, 2025
2 downloadsMar 4, 2025
3 downloadsMar 5, 2025
3 downloadsMar 6, 2025
5 downloadsMar 7, 2025
1 downloadsMar 8, 2025
3 downloadsMar 9, 2025
3 downloadsMar 10, 2025
5 downloadsMar 11, 2025
7 downloadsMar 12, 2025
2 downloadsMar 13, 2025
3 downloadsMar 14, 2025
3 downloadsMar 15, 2025
2 downloadsMar 16, 2025
0 downloadsMar 17, 2025
9 downloadsMar 18, 2025
2 downloadsMar 19, 2025
10 downloadsMar 20, 2025
7 downloadsMar 21, 2025
4 downloadsMar 22, 2025
1 downloadsMar 23, 2025
4 downloadsMar 24, 2025
3 downloadsMar 25, 2025
8 downloadsMar 26, 2025
5 downloadsMar 27, 2025
2 downloadsMar 28, 2025
0 downloadsMar 29, 2025
6 downloadsMar 30, 2025
7 downloadsMar 31, 2025
2 downloadsApr 1, 2025
6 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 1,657 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 Jul 21, 2024 with 71 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

  • Imports7 packages