Package: MethodCompare 1.0.0

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:Thomas Blomet [aut, cre], Mingkai Peng [aut], Patrick Taffé [aut], Tyler Williamson [aut]

MethodCompare_1.0.0.tar.gz
MethodCompare_1.0.0.zip(r-4.5)MethodCompare_1.0.0.zip(r-4.4)MethodCompare_1.0.0.zip(r-4.3)
MethodCompare_1.0.0.tgz(r-4.4-any)MethodCompare_1.0.0.tgz(r-4.3-any)
MethodCompare_1.0.0.tar.gz(r-4.5-noble)MethodCompare_1.0.0.tar.gz(r-4.4-noble)
MethodCompare_1.0.0.tgz(r-4.4-emscripten)MethodCompare_1.0.0.tgz(r-4.3-emscripten)
MethodCompare.pdf |MethodCompare.html✨
MethodCompare/json (API)

# Install 'MethodCompare' in R:

install.packages('MethodCompare', repos = c('https://uberlulu.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/uberlulu/methodcompare/issues

Datasets:

data1 - Simulated dataset 1
data2 - Simulated dataset 2
data3 - Simulated dataset 3

On CRAN:

3.66 score 13 scripts 240 downloads 11 exports 27 dependencies

Last updated 4 months agofrom:dc794c492d. Checks:OK: 7. Indexed: yes.

Target	Result	Date
Doc / Vignettes	OK	Oct 29 2024
R-4.5-win	OK	Oct 29 2024
R-4.5-linux	OK	Oct 29 2024
R-4.4-win	OK	Oct 29 2024
R-4.4-mac	OK	Oct 29 2024
R-4.3-win	OK	Oct 29 2024
R-4.3-mac	OK	Oct 29 2024

Exports:agreement0 agreement1 bias_plot compare_plot measure_compare mse pct_agreement0 pct_agreement1 precision_plot sqrt_mse total_bias_plot

Dependencies:boot carData estimatr foreign Formula generics kutils lattice lme4 MASS Matrix mfp minqa nlme nloptr numDeriv openxlsx plyr Rcpp RcppEigen rlang rockchalk RUnit stringi survival xtable zip

Citation

Development and contributors

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