Multiple Regression Forecasting Features highlights include:
- Ease and flexibility of input, with embedded help prompts.
- User-friendly results display for the 'Non-statistician'.
- Multiple and Individual Regression of independent variables.
- Tests for statistical significance, auto-correlation, and multi-colinearity.
- Quick forecasting process with options to employ 3rd polynomial, 2nd polynomial, exponential or linear trend lines on independent variables
Multiple Regression Forecasting Features
highlights include:
- I want to forecast my financials, but where do I start?
The first goal of forecasting variables with multiple regression
is the identification of the value drivers with the strongest
relationship to your desired forecast variable. In order to
do this you must first determine what data exists that you can
attain to try in the model. This might include macro-economic
data, volumes, prices, or other financial time-series data.
- Why is the number of independent variables limited to ten?
The number of independent variables that can be run is limited
to ten in order to maintain reasonable processing times on slower
computers. It is unusual to have more than ten independent variables
that all hold a strong relationship to the dependent variable,
without there being any multi-colinearity between them.
- Why should I ensure all statistical tests are met before
running my forecast?
By satisfying the key statistical tests, when testing the relationships
of your data, the validity of you forecast will be much stronger.
This, in turn, can help you better understand what the true
value drivers of your business are, and can improve business
case quality.
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