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Reliability and Survival Methods > Repeated Measures Degradation
Publication date: 04/21/2023

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 ReportĀ 

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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