Sequential Probability Ratio Tests Toolbox
Draw Samples from a Gaussian Mixture Distribution
Draw Samples from a Normal Distribution
Plot Sequential ANOVA Results
Sequential Analysis of Variance
An S4 class to represent the results of a sequential anova.
Sequential Probability Ratio Test using t-statistic
An S4 class to represent the results of a sequential t-test.
sprtt: Sequential Probability Ratio Tests Toolbox
Method to retrieve the contents of a slot of an object of the seq_anov...
Method to retrieve the contents of a slot of an object of the `seq_ano...
Method to retrieve the contents of a slot of an object of the seq_ttes...
Method to retrieve the contents of a slot of an object of the `seq_tte...
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/>.
Useful links