How To Fix THM_CENTRAL705 - Min R^2 is greater than Max R^2

SAP Error Message - Details

• Message type: E = Error

• Message class: THM_CENTRAL - Central messages for E-HA

• Message number: 705

• Message text: Min R^2 is greater than Max R^2

Self-Explanatory Message

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Smart SAP Assistant

• What is the cause and solution for SAP error message THM_CENTRAL705 - Min R^2 is greater than Max R^2 ?

  The SAP error message "THM_CENTRAL705 Min R^2 is greater than Max R^2" typically occurs in the context of statistical analysis or modeling within SAP systems, particularly when dealing with regression analysis or similar statistical functions. This error indicates that there is a problem with the R-squared values being used in the analysis.
  Cause:
  
  Data Issues: The underlying data may have inconsistencies or errors that lead to incorrect calculations of the R-squared values.
  Model Specification: The model being used may be incorrectly specified, leading to unrealistic or contradictory R-squared values.
  Parameter Settings: The parameters for the analysis may have been set incorrectly, causing the minimum R-squared value to exceed the maximum R-squared value.
  Outliers: The presence of outliers in the dataset can skew the results and lead to erroneous R-squared calculations.
  
  Solution:
  
  Check Data Quality: Review the dataset for any inconsistencies, missing values, or outliers that could affect the analysis. Clean the data as necessary.
  Review Model Specification: Ensure that the model is correctly specified. This includes checking the variables included in the model and their relationships.
  Adjust Parameters: Revisit the parameters set for the analysis. Ensure that the minimum and maximum R-squared values are logically set and reflect the expected range based on the data.
  Run Diagnostics: Use diagnostic tools or functions within SAP to analyze the model and identify any issues that may be causing the error.
  Consult Documentation: Refer to SAP documentation or support resources for guidance on the specific statistical functions being used and any known issues or limitations.
  
  Related Information:
  
  R-squared (R²): A statistical measure that represents the proportion of variance for a dependent variable that's explained by an independent variable or variables in a regression model. It ranges from 0 to 1, where 0 indicates that the model does not explain any of the variability and 1 indicates that it explains all the variability.
  SAP Support: If the issue persists after troubleshooting, consider reaching out to SAP support or consulting the SAP Community for additional insights and assistance.
  Documentation: Review the relevant SAP Help documentation for the specific module or function you are using to understand the expected behavior and constraints related to R-squared values.
  
  By following these steps, you should be able to identify the cause of the error and implement a solution to resolve it.