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Advanced Statistical Methods and Tools for Product Design

OVERVIEW OF APOGEE


Apogee is the statistical analysis, allocation and optimization engine of the SDI Tools. Apogee works with mathematical functions Y=f(X) that you create freeform in Excel workbooks. Each X is specified in Apogee as a parameter that can have statistical variation. Each Y is specified in Apogee as a response that is a mathematical function of the parameters. Apogee then provides statistical capabilities for assessing and improving the variation of the responses.

The statistical capabilities of Apogee are:

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    Sensitivity Analysis
    • Assess the magnitude of response variation caused by the variation of the parameters.
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    Monte Carlo Analysis
    • Assess the magnitude and shape of response variation caused by the variation of the parameters.
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    Allocation
    • Identify the allowable amount of parameter variation that will improve response variation to a desired level. (Often referred to as statistical tolerancing or requirements flowdown.)
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    Optimization
    • Search for new parameter values that will drive multiple response values to desired targets.
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