RemoveOutliers

Remove outliers in input data by index or rule, and refit models

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    Syntax

    RemoveOutliers(RESPONSE, SELECTION)
    RemoveOutliers(LOCALRESPONSE, LOCALSELECTION, GLOBALSELECTION)

    Description

    RemoveOutliers(RESPONSE, SELECTION) removes outliers for a response based on the set of indices or name of the outlier selection function specified by SELECTION.

    RemoveOutliers(LOCALRESPONSE, LOCALSELECTION, GLOBALSELECTION) removes outliers for a local response based on the local outlier selection in LOCALSELECTION and the global outlier selection in GLOBALSELECTION.

    Input Arguments

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    Response feature model, specified as an mbcmodel.response object.

    Local response, specified as an mbcmodel.localresponse object.

    Set of indices or name of an outlier selection function, specified as a logical array.

    Note

    See Remove and Restore Outliers for more information on specifying automatic outlier selection criteria.

    Local outlier selection to remove outliers for local model fits, specified as a function.

    Note

    See Remove and Restore Outliers for more information on specifying automatic outlier selection criteria.

    Global outlier selection applied to every response feature model, specified as a function for local responses.

    Note

    See Remove and Restore Outliers for more information on specifying automatic outlier selection criteria.

    Version History

    Introduced in R2006a

    See Also