Package: sprtt 0.2.0
sprtt: Sequential Probability Ratio Tests Toolbox
It is a toolbox for Sequential Probability Ratio Tests (SPRT), Wald (1945) <doi:10.2134/agronj1947.00021962003900070011x>. SPRTs are applied to the data during the sampling process, ideally after each observation. At any stage, the test will return a decision to either continue sampling or terminate and accept one of the specified hypotheses. The seq_ttest() function performs one-sample, two-sample, and paired t-tests for testing one- and two-sided hypotheses (Schnuerch & Erdfelder (2019) <doi:10.1037/met0000234>). The seq_anova() function allows to perform a sequential one-way fixed effects ANOVA (Steinhilber et al. (2023) <doi:10.31234/osf.io/m64ne>). Learn more about the package by using vignettes "browseVignettes(package = "sprtt")" or go to the website <https://meikesteinhilber.github.io/sprtt/>.
Authors:
sprtt_0.2.0.tar.gz
sprtt_0.2.0.zip(r-4.5)sprtt_0.2.0.zip(r-4.4)sprtt_0.2.0.zip(r-4.3)
sprtt_0.2.0.tgz(r-4.4-any)sprtt_0.2.0.tgz(r-4.3-any)
sprtt_0.2.0.tar.gz(r-4.5-noble)sprtt_0.2.0.tar.gz(r-4.4-noble)
sprtt_0.2.0.tgz(r-4.4-emscripten)sprtt_0.2.0.tgz(r-4.3-emscripten)
sprtt.pdf |sprtt.html✨
sprtt/json (API)
NEWS
| # Install 'sprtt' in R: |
| install.packages('sprtt', repos = c('https://meikesteinhilber.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/meikesteinhilber/sprtt/issues
Last updated 11 months agofrom:a3cb626797. Checks:OK: 7. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Nov 03 2024 |
| R-4.5-win | OK | Nov 03 2024 |
| R-4.5-linux | OK | Nov 03 2024 |
| R-4.4-win | OK | Nov 03 2024 |
| R-4.4-mac | OK | Nov 03 2024 |
| R-4.3-win | OK | Nov 03 2024 |
| R-4.3-mac | OK | Nov 03 2024 |
Exports:draw_sample_mixturedraw_sample_normalplot_anovaseq_anovaseq_ttest
Dependencies:abindarmBHbootclicodacolorspacedigestdplyrfansifarvergenericsggplot2gluegtableisobandlabelinglatticelavaanlifecyclelme4magrittrMASSMatrixMBESSmgcvmiminqamnormtmunsellmvtnormnlmenloptrnumDerivOpenMxpbivnormpillarpkgconfigpurrrquadprogR6RColorBrewerRcppRcppEigenRcppParallelrlangrpfscalessemsemToolsStanHeaderstibbletidyselectutf8vctrsviridisLitewithr
How to use the sprtt package
Rendered fromusage_sprtt.Rmdusingknitr::rmarkdownon Nov 03 2024.Last update: 2023-06-30
Started: 2023-06-30
Sequential One-Way ANOVA
Rendered fromone_way_anova.Rmdusingknitr::rmarkdownon Nov 03 2024.Last update: 2024-01-08
Started: 2023-06-30
Sequential t-Test
Rendered fromt_test.Rmdusingknitr::rmarkdownon Nov 03 2024.Last update: 2023-06-30
Started: 2023-06-30
SPRTs
Rendered fromsprts.Rmdusingknitr::rmarkdownon Nov 03 2024.Last update: 2023-06-30
Started: 2023-06-30
Use Case
Rendered fromuse_case.Rmdusingknitr::rmarkdownon Nov 03 2024.Last update: 2023-07-03
Started: 2023-06-30
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Test data to run the examples | df_cancer |
| Test data to run the examples | df_income |
| Test data to run the examples | df_stress |
| Draw Samples from a Gaussian Mixture Distribution | draw_sample_mixture |
| Draw Samples from a Normal Distribution | draw_sample_normal |
| Plot Sequential ANOVA Results | plot_anova |
| Sequential Analysis of Variance | seq_anova |
| Sequential Probability Ratio Test using t-statistic | seq_ttest |
