Package: MethodCompare 1.1.0
Thomas Blomet
MethodCompare: Evaluating Bias and Precision in Method Comparison Studies
Evaluate bias and precision in method comparison studies. One provides measurements for each method and it takes care of the estimates. Multiple plots to evaluate bias, precision and compare methods.
Authors:
MethodCompare_1.1.0.tar.gz
MethodCompare_1.1.0.tar.gz(r-4.5-noble)MethodCompare_1.1.0.tar.gz(r-4.4-noble)
MethodCompare_1.1.0.tgz(r-4.4-emscripten)MethodCompare_1.1.0.tgz(r-4.3-emscripten)
MethodCompare.pdf |MethodCompare.html✨
MethodCompare/json (API)
| # Install 'MethodCompare' in R: |
| install.packages('MethodCompare', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/uberlulu/methodcompare/issues
Last updated 1 months agofrom:b4cefc8e93. Checks:3 OK. Indexed: no.
| Target | Result | Latest binary |
|---|---|---|
| Doc / Vignettes | OK | Mar 11 2025 |
| R-4.5-linux | OK | Mar 11 2025 |
| R-4.4-linux | OK | Mar 11 2025 |
Exports:agreement0agreement1bias_plotcompare_plotmeasure_comparemsepct_agreement0pct_agreement1precision_plotsqrt_msetotal_bias_plot
Dependencies:bootcarDataestimatrforeignFormulagenericskutilslatticelme4MASSMatrixmfpminqanlmenloptrnumDerivopenxlsxplyrrbibutilsRcppRcppEigenRdpackreformulasrlangrockchalkRUnitstringisurvivalxtablezip
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Plot the agreement before recalibration | agreement0 |
| Plot the agreement after recalibration | agreement1 |
| Plot the bias and measurements | bias_plot |
| Plot used to visualize the recalibration of the new method after estimating the bias | compare_plot |
| Simulated dataset 1 | data1 |
| Simulated dataset 2 | data2 |
| Simulated dataset 3 | data3 |
| Estimation of the amount of bias of the new measurement method relative to the reference method | measure_compare |
| Plot the mean squared errors | mse |
| Plot the percentage agreement before recalibration | pct_agreement0 |
| Plot the percentage agreement after recalibration | pct_agreement1 |
| Plot the precision of the methods | precision_plot |
| Plot the square root of the mean squared errors | sqrt_mse |
| Plot total bias | total_bias_plot |