Package: paramtest 0.1.0
paramtest: Run a Function Iteratively While Varying Parameters
Run simulations or other functions while easily varying parameters from one iteration to the next. Some common use cases would be grid search for machine learning algorithms, running sets of simulations (e.g., estimating statistical power for complex models), or bootstrapping under various conditions. See the 'paramtest' documentation for more information and examples.
Authors:
paramtest_0.1.0.tar.gz
paramtest_0.1.0.zip(r-4.5)paramtest_0.1.0.zip(r-4.4)paramtest_0.1.0.zip(r-4.3)
paramtest_0.1.0.tgz(r-4.4-any)paramtest_0.1.0.tgz(r-4.3-any)
paramtest_0.1.0.tar.gz(r-4.5-noble)paramtest_0.1.0.tar.gz(r-4.4-noble)
paramtest_0.1.0.tgz(r-4.4-emscripten)paramtest_0.1.0.tgz(r-4.3-emscripten)
paramtest.pdf |paramtest.html✨
paramtest/json (API)
NEWS
| # Install 'paramtest' in R: |
| install.packages('paramtest', repos = c('https://jeff-hughes.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/jeff-hughes/paramtest/issues
Last updated 7 years agofrom:bee7be25e9. Checks:OK: 5 NOTE: 2. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Sep 02 2024 |
| R-4.5-win | NOTE | Sep 02 2024 |
| R-4.5-linux | NOTE | Sep 02 2024 |
| R-4.4-win | OK | Sep 02 2024 |
| R-4.4-mac | OK | Sep 02 2024 |
| R-4.3-win | OK | Sep 02 2024 |
| R-4.3-mac | OK | Sep 02 2024 |
Exports:gen_datagrid_searchlm_error_varn.iterrandom_searchresultsrun_testteststiming
Dependencies:boot
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Generate data through a factor matrix and effects matrix. | gen_data |
| Run a function iteratively using a grid search approach for parameter values, with options for parallel processing. | grid_search |
| Calculate error variance given model coefficients. | lm_error_var |
| Return the number of iterations performed by a parameter test. | n.iter n.iter.paramtest |
| Print summary of parameter tests. | print.paramtest_summary |
| Run a function iteratively using a random search approach for parameter values, with options for parallel processing. | random_search |
| Return results of a parameter test. | results results.paramtest |
| Run a function iteratively, with options for parallel processing. | run_test |
| Print summary of parameter tests. | summary.paramtest |
| Return the parameter values that were tested by paramtest. | tests tests.paramtest |
| Return the timing information of a parameter test. | timing timing.paramtest |
