| Modifier and Type | Interface and Description |
|---|---|
| public interface | MultipleLinearRegression
The multiple linear regression can be represented in matrix-notation. |
| public interface | UpdatingMultipleLinearRegression
An interface for regression models allowing for dynamic updating of the data. |
| Modifier and Type | Class and Description |
|---|---|
| public abstract class | AbstractMultipleLinearRegression
Abstract base class for implementations of MultipleLinearRegression. |
| public class | GLSMultipleLinearRegression
The GLS implementation of multiple linear regression. |
| public class | MillerUpdatingRegression
This class is a concrete implementation of the |
| public class | ModelSpecificationException
Exception thrown when a regression model is not correctly specified. |
| public class | OLSMultipleLinearRegression
Implements ordinary least squares (OLS) to estimate the parameters of a multiple linear regression model. |
| public class | RegressionResults
Results of a Multiple Linear Regression model fit. |
| public class | SimpleRegression
Estimates an ordinary least squares regression model with one independent variable. |