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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 4.1.3
  • KNIME Core Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.1.2

  • KNIME Expressions Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.1.0

  • KNIME Math Expression (JEP) Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.1.0

  • KNIME Quick Forms Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.1.2

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By downloading the workflow, you agree to our terms and conditions.

License (CC-BY-4.0)
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