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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]
[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 04 Jan. 2025.
Previous versions and publish date:
Other packages that cited MSPRT R package
View MSPRT citation profile
Other R packages that MSPRT depends,
imports, suggests or enhances
Complete documentation for MSPRT
Functions, R codes and Examples using
the MSPRT R package
Some associated functions: MSPRT-package . Nstar . OCandASN.MSPRT . OCandASN.MSPRT_oneProp . OCandASN.MSPRT_oneT . OCandASN.MSPRT_oneZ . OCandASN.MSPRT_twoT . OCandASN.MSPRT_twoZ . Type2.fixed_design . UMPBT.alt . design.MSPRT . design.MSPRT_oneProp . design.MSPRT_oneT . design.MSPRT_oneZ . design.MSPRT_twoT . design.MSPRT_twoZ . effectiveN.oneProp . fixed_design.alt . implement.MSPRT . implement.MSPRT_oneProp . implement.MSPRT_oneT . implement.MSPRT_oneZ . implement.MSPRT_twoT . implement.MSPRT_twoZ .
Some associated R codes: MSPRT.R . Full MSPRT package functions and examples
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