Package: MonotonicityTest 1.0
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++'.
Authors:
MonotonicityTest_1.0.tar.gz
MonotonicityTest_1.0.zip(r-4.5)MonotonicityTest_1.0.zip(r-4.4)MonotonicityTest_1.0.zip(r-4.3)
MonotonicityTest_1.0.tgz(r-4.4-x86_64)MonotonicityTest_1.0.tgz(r-4.4-arm64)MonotonicityTest_1.0.tgz(r-4.3-x86_64)MonotonicityTest_1.0.tgz(r-4.3-arm64)
MonotonicityTest_1.0.tar.gz(r-4.5-noble)MonotonicityTest_1.0.tar.gz(r-4.4-noble)
MonotonicityTest_1.0.tgz(r-4.4-emscripten)MonotonicityTest_1.0.tgz(r-4.3-emscripten)
MonotonicityTest.pdf |MonotonicityTest.html✨
MonotonicityTest/json (API)
| # Install 'MonotonicityTest' in R: |
| install.packages('MonotonicityTest', repos = c('https://baolong281.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/baolong281/monotonicitytest/issues
Last updated 15 days agofrom:a6c0a38feb. Checks:9 OK. Indexed: yes.
| Target | Result | Latest binary |
|---|---|---|
| Doc / Vignettes | OK | Jan 18 2025 |
| R-4.5-win-x86_64 | OK | Jan 18 2025 |
| R-4.5-linux-x86_64 | OK | Jan 18 2025 |
| R-4.4-win-x86_64 | OK | Jan 18 2025 |
| R-4.4-mac-x86_64 | OK | Jan 18 2025 |
| R-4.4-mac-aarch64 | OK | Jan 18 2025 |
| R-4.3-win-x86_64 | OK | Jan 18 2025 |
| R-4.3-mac-x86_64 | OK | Jan 18 2025 |
| R-4.3-mac-aarch64 | OK | Jan 18 2025 |
Exports:create_kernel_plotmonotonicity_test
Dependencies:clicolorspacefansifarverggplot2gluegtableisobandlabelinglatticelifecyclemagrittrMASSMatrixmgcvmunsellnlmepillarpkgconfigR6RColorBrewerRcppRcppEigenrlangscalestibbleutf8vctrsviridisLitewithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Generate Kernel Plot | create_kernel_plot |
| Perform Monotonicity Test | monotonicity_test |
