MonotonicityTest
Nonparametric Bootstrap Test for Regression Monotonicity
Implements nonparametric bootstrap tests for detecting monotonicity in regression functions from Hall, P. and Heckman, N. (2000) <doi:10.1214/aos/1016120363> Includes tools for visualizing results using Nadaraya-Watson kernel regression and supports efficient computation with 'C++'. Tutorials and shiny application demo are available at <https://www.laylaparast.com/monotonicitytest> and <https://parastlab.shinyapps.io/MonotonicityTest>.
Versions across snapshots
| Version | Repository | File | Size |
|---|---|---|---|
1.3 |
rolling linux/jammy R-4.5 | MonotonicityTest_1.3.tar.gz |
99.0 KiB |
1.3 |
rolling linux/noble R-4.5 | MonotonicityTest_1.3.tar.gz |
100.9 KiB |
1.3 |
rolling source/ R- | MonotonicityTest_1.3.tar.gz |
53.8 KiB |
1.3 |
latest linux/jammy R-4.5 | MonotonicityTest_1.3.tar.gz |
99.0 KiB |
1.3 |
latest linux/noble R-4.5 | MonotonicityTest_1.3.tar.gz |
100.9 KiB |
1.3 |
latest source/ R- | MonotonicityTest_1.3.tar.gz |
53.8 KiB |
1.3 |
2026-04-26 source/ R- | MonotonicityTest_1.3.tar.gz |
53.8 KiB |
1.3 |
2026-04-23 source/ R- | MonotonicityTest_1.3.tar.gz |
53.8 KiB |
1.3 |
2026-04-09 windows/windows R-4.5 | MonotonicityTest_1.3.zip |
511.0 KiB |
1.1 |
2025-04-20 source/ R- | MonotonicityTest_1.1.tar.gz |
33.2 KiB |