Template:ALTA residuals

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Standardized Residuals Plot

The Standardized Residuals plot is useful for determining the adequacy of the life-stress model for the current data. The plot line has a mean of zero and negative values are possible. The appropriate probability transformation is plotted on the y-axis and the value of the residual is plotted on the x-axis. The plotted points (residuals) are based on the data, which are transformed using an appropriate transformation based on the selected life-stress model. If the model adequately fits the data, the points should track the plot line.


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Cox-Snell Residuals Plot

The Cox-Snell residuals plot is useful for determining the adequacy of the life-stress model for the current data. The line is plotted on an exponential probability plotting paper and is on the positive domain. The plotted points (residuals) are based on the data which are transformed using an appropriate transformation based on the selected life-stress model. If the model adequately fits the data, the plotted points should track the plot line.


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Standard vs. Fitted Value Plot

The Standardized vs. Fitted Value plot shows the value of the scale parameter of the underlying life distribution on the x-axis and the value of standardized residual on the y-axis. This plot shows the variability (scatter) of the data at each stress level.


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