Publication date: 07/30/2020

After you click OK, the Cumulative Damage report window appears. By default, the Cumulative Damage report contains an event plot, a stress patterns report, a model list, and model results.

The Event Plot in Cumulative Damage displays time to failure or censoring. See Event Plot in the Life Distribution section.

The Stress Patterns report shows a plot of the stress level over time for each of the stress pattern IDs. The Simulate option in this report enables you to simulate new data. Figure 5.6 shows an example of the Stress Patterns report plot. See Stress Patterns Options.

Figure 5.6 Stress Patterns ReportĀ

The Model List report provides the -2Loglikelihood, number of parameters, AICc, and BIC statistics for each fitted distribution. Smaller values of each of these statistics (other than number of parameters) indicate a better fit. For more information about these statistics, see Likelihood, AICc, and BIC in Fitting Linear Models.

The Results report contains a separate report for each fitted distribution. Each report contains the following:

Parameter Estimates

Shows the estimates, standard errors, and Wald-based 95% confidence intervals.

The fitted equation appears below the Parameter Estimates table. This equation takes into account the fitted parameter estimates and the relationship specified in the launch window.

Distribution Profiler

Shows cumulative failure probability as a function of time.

Quantile Profiler

Shows failure time as a function of cumulative probability.

Hazard Profiler

Shows the hazard rate as a function of time.

Density Profiler

Shows the density function for the distribution.

Probability Plot of Standardized Residuals

Shows a plot of standardized residuals for the model on a probability scale axis.

The Probability Plot of Standardized Residuals red triangle menu has a Save Residuals option that saves the standardized residuals to three new columns in the failure time data table. The three columns are Left Residuals, Right Residuals, and Residual Weight.

Cox-Snell Residual P-P Plot

Shows a residual plot that is used to validate the distributional assumption for the data.

The Cox-Snell Residual P-P Plot red triangle menu has a Save Residuals option that saves the Cox-Snell residuals to three new columns in the failure time data table. The three columns are Left Residuals, Right Residuals, and Residual Weight. See Meeker and Escobar (1998, sec. 17.6.1) for a discussion of Cox-Snell residuals.

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