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Analyze ARIMA Residuals

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Versionv1.0Latest, created on 
Oct 20, 2023 1:30 PM
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This component analyzes the residuals of an ARIMA (AutoRegressive Integrated Moving Average) model by 1. visualizing auto correlation of the residuals 2. performing Ljung-Box test of autocorrelation at lags 1-10 3. visualizing residuals in a line plot 4. calculating the four first central moments of the residuals 5. performing Jarque-Bera test of normality If you encoutner errors please verify that Preferances > KNIME > Python (labs) > Python environment configuration is set to bundled

Component details

Input ports
  1. Type: Table
    ARIMA Model
    ARIMA model

Used extensions & nodes

Created with KNIME Analytics Platform version 4.6.1
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    KNIME Math Expression (JEP)Trusted extension

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    KNIME Python Integration (Labs)Trusted extension

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    KNIME Statistics NodesTrusted extension

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This component does not have nodes, extensions, nested components and related workflows

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By using or downloading the component, you agree to our terms and conditions.

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