Publication date: 07/08/2024
Repeated Measures Degradation
Use a Bayesian Hierarchical Modeling Approach
The Repeated Measures Degradation platform enables you to analyze degradation over time for observational units that can be measured without being destroyed. You can analyze observations with or without an acceleration factor. The platform provides a variety of response and time transformations, modeling paths, and a robust Bayesian modeling framework.
For more information about analyzing repeated measures degradation models using the hierarchical Bayesian approach, see Meeker et al. (2022, ch. 21).
Figure 8.1 Repeated Measures Degradation Report
Contents
Example of Repeated Measures Degradation
Launch the Repeated Measures Degradation Platform
Specify Two Y Columns
The Repeated Measures Degradation Report
Data and Initial Model Plot Options
Repeated Measures Degradation Report Options
Models
Repeated Measures Degradation Response Report
Response Report Options
Repeated Measures Degradation Bayesian Estimates Report
Priors Report
Posterior Estimates Report
Diagnostics Report
Life Distribution Profilers Report
Bayesian Estimates Report Options
Additional Example of the Repeated Measures Degradation Platform
Statistical Details for the Repeated Measures Degradation Platform
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