Package: dropR 1.0.3
dropR: Dropout Analysis by Condition
Analysis and visualization of dropout between conditions in surveys and (online) experiments. Features include computation of dropout statistics, comparing dropout between conditions (e.g. Chi square), analyzing survival (e.g. Kaplan-Meier estimation), comparing conditions with the most different rates of dropout (Kolmogorov-Smirnov) and visualizing the result of each in designated plotting functions. Sources: Andrea Frick, Marie-Terese Baechtiger & Ulf-Dietrich Reips (2001) <https://www.researchgate.net/publication/223956222_Financial_incentives_personal_information_and_drop-out_in_online_studies>; Ulf-Dietrich Reips (2002) "Standards for Internet-Based Experimenting" <doi:10.1027//1618-3169.49.4.243>.
Authors:
dropR_1.0.3.tar.gz
dropR_1.0.3.zip(r-4.5)dropR_1.0.3.zip(r-4.4)dropR_1.0.3.zip(r-4.3)
dropR_1.0.3.tgz(r-4.4-any)dropR_1.0.3.tgz(r-4.3-any)
dropR_1.0.3.tar.gz(r-4.5-noble)dropR_1.0.3.tar.gz(r-4.4-noble)
dropR_1.0.3.tgz(r-4.4-emscripten)dropR_1.0.3.tgz(r-4.3-emscripten)
dropR.pdf |dropR.html✨
dropR/json (API)
NEWS
# Install 'dropR' in R: |
install.packages('dropR', repos = c('https://iscience-kn.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/iscience-kn/dropr/issues
- dropRdemo - Demo Dataset for Dropout in an Online Survey
dropoutexperimentspsychologysocial-science
Last updated 17 days agofrom:37b4075c4c. Checks:OK: 7. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Nov 05 2024 |
R-4.5-win | OK | Nov 05 2024 |
R-4.5-linux | OK | Nov 05 2024 |
R-4.4-win | OK | Nov 05 2024 |
R-4.4-mac | OK | Nov 05 2024 |
R-4.3-win | OK | Nov 05 2024 |
R-4.3-mac | OK | Nov 05 2024 |
Exports:add_dropout_idxcompute_statsdo_chisqdo_kpmdo_ksdo_or_tabledo_stepsget_oddsget_odds_ratioget_steps_by_condget_survdiffplot_do_curveplot_do_kpmplot_do_ksstart_app
Dependencies:base64encbslibcachemclicolorspacecommonmarkcrayondata.tabledigestfansifarverfastmapfontawesomefsggplot2gluegtablehtmltoolshttpuvisobandjquerylibjsonlitelabelinglaterlatticelifecyclemagrittrMASSMatrixmemoisemgcvmimemunsellnlmepillarpkgconfigpromisesR6rappdirsRColorBrewerRcpprlangsassscalesshinysourcetoolssurvivaltibbleutf8vctrsviridisLitewithrxtable
Readme and manuals
Help Manual
Help page | Topics |
---|---|
Add Dropout Index to a Data.Frame | add_dropout_idx |
Compute Dropout Statistics | compute_stats |
Compute Chisq-Test Given a Question Position | do_chisq |
Kaplan-Meier Survival Estimation | do_kpm |
Compute Kolmogorov-Smirnov Test for most extreme conditions | do_ks |
Dropout Odds Ratio Table | do_or_table |
Calculate Steps for Uneven Data Points | do_steps |
Demo Dataset for Dropout in an Online Survey | dropRdemo |
Compute Odds From Probabilities | get_odds |
Compute Odds Ratio | get_odds_ratio |
Get Steps Data by Condition | get_steps_by_cond |
Test Survival Curve Differences | get_survdiff |
Plot Dropout Curves | plot_do_curve |
Plot a Kaplan Meier Survival Estimation | plot_do_kpm |
Plot Most Extreme Conditions to Visualize Kolmogorov-Smirnov Test Results | plot_do_ks |
Start the dropR Shiny App | start_app |