plsRcox

Partial Least Squares Regression for Cox Models and Related Techniques

CRAN Package

Provides Partial least squares Regression and various regular, sparse or kernel, techniques for fitting Cox models in high dimensional settings doi:10.1093/bioinformatics/btu660, Bastien, P., Bertrand, F., Meyer N., Maumy-Bertrand, M. (2015), Deviance residuals-based sparse PLS and sparse kernel PLS regression for censored data, Bioinformatics, 31(3):397-404. Cross validation criteria were studied in doi:10.48550/arXiv.1810.02962, Bertrand, F., Bastien, Ph. and Maumy-Bertrand, M. (2018), Cross validating extensions of kernel, sparse or regular partial least squares regression models to censored data.


Documentation


Team


Insights

Last 30 days

This package has been downloaded 862 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 36 times.

Sun
Mon
Tue
Wed
Thu
Fri
Sat
0 downloadsMar 2, 2025
25 downloadsMar 3, 2025
37 downloadsMar 4, 2025
52 downloadsMar 5, 2025
65 downloadsMar 6, 2025
23 downloadsMar 7, 2025
18 downloadsMar 8, 2025
16 downloadsMar 9, 2025
11 downloadsMar 10, 2025
25 downloadsMar 11, 2025
36 downloadsMar 12, 2025
35 downloadsMar 13, 2025
30 downloadsMar 14, 2025
48 downloadsMar 15, 2025
17 downloadsMar 16, 2025
49 downloadsMar 17, 2025
26 downloadsMar 18, 2025
20 downloadsMar 19, 2025
28 downloadsMar 20, 2025
15 downloadsMar 21, 2025
11 downloadsMar 22, 2025
26 downloadsMar 23, 2025
32 downloadsMar 24, 2025
35 downloadsMar 25, 2025
20 downloadsMar 26, 2025
31 downloadsMar 27, 2025
42 downloadsMar 28, 2025
16 downloadsMar 29, 2025
21 downloadsMar 30, 2025
16 downloadsMar 31, 2025
36 downloadsApr 1, 2025
0 downloadsApr 2, 2025
0 downloadsApr 3, 2025
0 downloadsApr 4, 2025
0 downloadsApr 5, 2025
11
65

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 9,956 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 90 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

  • Imports8 packages
  • Suggests2 packages
  • Reverse Imports2 packages