| exData {ContRespPP} | R Documentation |
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.