What is non-linear regression in SAP EPM-BPC - Business Planning and Consolidation?

SAP Term: non-linear regression

• Component: EPM-BPC

• Component Name: Business Planning and Consolidation

• Description: An algorithm type the system uses when making predictions and analyzing root causes in Insight.

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• Key Concepts: 
  Non-linear regression is a type of statistical analysis used in SAP Business Planning and Consolidation (EPM-BPC) to predict the relationship between two or more variables. It is used to identify the relationship between a dependent variable and one or more independent variables. The model used for non-linear regression is based on a mathematical equation that describes the relationship between the variables. 
  
  How to use it: 
  Non-linear regression can be used to analyze data in SAP Business Planning and Consolidation (EPM-BPC). To use non-linear regression, you must first define the dependent and independent variables. Then, you must select a model that best fits the data. Finally, you must enter the data into the model and run the analysis. 
  
  Tips & Tricks: 
  When using non-linear regression in SAP Business Planning and Consolidation (EPM-BPC), it is important to select a model that best fits the data. It is also important to ensure that all of the data points are entered correctly into the model. Additionally, it is important to check for outliers in the data before running the analysis. 
  
  Related Information: 
  Non-linear regression can be used in conjunction with other types of statistical analysis, such as linear regression, logistic regression, and time series analysis. Additionally, non-linear regression can be used to identify trends in data over time.