CRAN/E | MSPRT

MSPRT

A Modified Sequential Probability Ratio Test (MSPRT)

Installation

About

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.

Key Metrics

Version 3.0
Published 2020-11-13 1258 days ago
Needs compilation? no
License GPL-2
License GPL-3
CRAN checks MSPRT results

Downloads

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Maintainer

Maintainer

Sandipan Pramanik

sandy.pramanik@gmail.com

Authors

Sandipan Pramanik

aut / cre

Valen E. Johnson

aut

Anirban Bhattacharya

aut

Material

Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

MSPRT archive

Imports

nleqslv
ggplot2
ggpubr
foreach
iterators
parallel
doParallel
datasets
graphics
grDevices
methods
stats
utils