exData: Example Continuous Response ANOVA Dataset.

In ContRespPP: Predictive Probability for a Continuous Response with an ANOVA Structure

Example Continuous Response ANOVA Dataset.

Description

A dataset containing an example test set result to run a predictive probability model with a continuous response variable. This data set is a result of a 2^4 full factorial with five replicates that included five main effects, with two-way interactions (excluding two-way interactions for the third factor). This design has a power of 80%, with an 80% confidence level, to detect a difference of 50 units with a standard deviation of 100 units.

Usage

exData

Format

A matrix with 80 rows and 14 columns:

Column 1

Continuous Response Variable

Columns 2-14

Design Matrix

Details

Please refer to the vignette for an example analysis of this data using ContRespPP.

Source

Sieck VRC, Christensen FGW. A framework for improving the efficiency of operational testing through Bayesian adaptive design. Quality and Reliability Engineering International. 2021; 3018-3033.

ContRespPP documentation built on Oct. 16, 2022, 1:06 a.m.