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  • 06_Assessing_Effects_of_Single_Predictors_with_Delta-p
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Assessing Effects of Single Predictors with Delta-p

Logistic regression Post estimation Delta-p Odds ratio
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This workflow calculates the Delta-p statistics based on the coefficient statistics of a logistic regression model. The Delta-p statistics tells the effect of a single predictor column to the probability of the target column, for example, the effect of credit purpose to the probability of a bad credit rating. The comparison group can be an average data point, or a reference group in the predictor column.

External resources

  • German Credit Card Data Set

Used extensions & nodes

Created with KNIME Analytics Platform version 4.5.0
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    KNIME Base nodes Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.5.0

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    knime
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    KNIME Expressions Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.5.0

    KNIME profile image
    knime
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    KNIME Javasnippet Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.5.0

    KNIME profile image
    knime
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    KNIME Math Expression (JEP) Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.5.0

    KNIME profile image
    knime
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    KNIME Quick Forms Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.5.0

    KNIME profile image
    knime
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