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MSPRT  

A Modified Sequential Probability Ratio Test (MSPRT)
View on CRAN: Click here


Download and install MSPRT package within the R console
Install from CRAN:
install.packages("MSPRT")

Install from Github:
library("remotes")
install_github("cran/MSPRT")

Install by package version:
library("remotes")
install_version("MSPRT", "3.0")



Attach the package and use:
library("MSPRT")
Maintained by
Sandipan Pramanik
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2018-09-17
Latest Update: 2020-11-13
Description:
Given the maximum available sample size (N) for an experiment, and the target levels of Type I and II error probabilities, this package designs a modified SPRT (MSPRT). For any designed MSPRT the package can also obtain its operating characteristics and implement the test for a given sequentially observed data. The MSPRT is defined in a manner very similar to Wald's initial proposal. The proposed test has shown evidence of reducing the average sample size required to perform statistical hypothesis tests at specified levels of significance and power. Currently, the package implements one-sample proportion tests, one and two-sample z tests, and one and two-sample t tests. A brief user guidance for this package is provided below. One can also refer to the supplemental information for the same.
How to cite:
Sandipan Pramanik (2018). MSPRT: A Modified Sequential Probability Ratio Test (MSPRT). R package version 3.0, https://cran.r-project.org/web/packages/MSPRT. Accessed 03 Dec. 2024.
Previous versions and publish date:
1.0 (2018-09-17 16:50), 2.0 (2019-02-17 19:50), 2.1 (2019-08-19 19:00)
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Complete documentation for MSPRT
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