Overview | Prepare group-level data | Inspect experiment-level effects | Estimate the overall effect | Report the result | Working with legacy data
Package: IncrementalityTEST 0.1.1
IncrementalityTEST: Analyze Incrementality Experiments
Tools for calculating commerce metrics, pairing treatment and control results from A/B testing experiments, estimating incremental effects, and quantifying uncertainty with Student's t and nonparametric bootstrap confidence intervals. Includes validation helpers, a high-level analysis workflow, and compatibility functions for the original package interface.
Authors:
IncrementalityTEST_0.1.1.tar.gz
IncrementalityTEST_0.1.1.zip(r-4.7-any)IncrementalityTEST_0.1.1.zip(r-4.6-any)IncrementalityTEST_0.1.1.zip(r-4.5-any)
IncrementalityTEST_0.1.1.tgz(r-4.6-any)IncrementalityTEST_0.1.1.tgz(r-4.5-any)
IncrementalityTEST_0.1.1.tar.gz(r-4.7-any)IncrementalityTEST_0.1.1.tar.gz(r-4.6-any)
IncrementalityTEST_0.1.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
IncrementalityTEST/json (API)
| # Install 'IncrementalityTEST' in R: |
| install.packages('IncrementalityTEST', repos = c('https://vkobayashi.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/vkobayashi/incrementalitytest/issues
Last updated from:0c196c69ac. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel | OK | 105 | ||
| source / vignettes | OK | 240 | ||
| linux-release | OK | 96 | ||
| macos-release | OK | 152 | ||
| macos-oldrel | OK | 215 | ||
| windows-devel | OK | 65 | ||
| windows-release | OK | 61 | ||
| windows-oldrel | OK | 60 | ||
| wasm-release | OK | 73 |
Exports:analyze_incrementalitybootstrap_incrementalitycalculate_metricsfnAvefnFreqDayfnMaxfnSumincrementality_funcincrementality_metricsmetric_differencesres_boott_confidence_intervalt_test_cftest_metric
Dependencies:
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Analyze an incrementality experiment collection | analyze_incrementality |
| Bootstrap confidence interval for a mean effect | bootstrap_incrementality |
| Calculate commerce metrics | calculate_metrics |
| Statistic for the bootstrap (legacy interface) | incrementality_func |
| Calculate commerce metrics (legacy interface) | incrementality_metrics |
| Legacy vector summary helpers | fnAve fnFreqDay fnMax fnSum legacy_helpers |
| Pair experiment groups and calculate metric differences | metric_differences |
| Run a bootstrap (legacy interface) | res_boot |
| Student's t confidence interval for a mean effect | t_confidence_interval |
| Student's t confidence interval (legacy interface) | t_test_cf |
| Calculate metric differences (legacy interface) | test_metric |