Anova Table Class
Definition
Assembly: Numerics.NET (in Numerics.NET.dll) Version: 9.0.3
public class AnovaTable : IEnumerable<AnovaRow>,
IEnumerable
- Inheritance
- Object → AnovaTable
- Implements
- IEnumerable<AnovaRow>, IEnumerable
Remarks
Use the AnovaTable class to represent an ANOVA table, which contains the results of an Analysis of Variance (ANOVA) calculation or summarizes the results of a regression analysis.
The Rows property provides access to the rows in the table, which are of type AnovaRow. An ANOVA table has at least three rows:
- The ErrorRow gives information about the error or residual that remains once the model has been accounted for.
- The TotalRow gives information about the total variation in the data.
- One or more model rows give information about components of the model. Model rows can be accessed through the GetModelRow(Int32) method.
Model rows are of a specialized type, AnovaModelRow, that provides properties and methods to assess the significance of the component in the model.
The Rows collection has an indexer property that allows for easy access to individual rows. The rows with index from 0 to ModelRowCount-1 correspond to model rows. The row with index ModelRowCount corresponds to the ErrorRow. The row with index ModelRowCount+1 corresponds to the TotalRow.
In addition, the CompleteModelRow property summarizes the contribution of the entire model. This row is not part of the actual ta
AnovaTable objects are read-only. They are created and populated by the model object whose results they represent.
Properties
Complete | Gets the AnovaRow containing the results for the complete model. |
Error | Gets the AnovaRow containing the 'error' results. |
Model | Gets the number of rows representing model effects in this AnovaTable. |
Rows | Gets a vector containing the rows in this AnovaTable. |
Total | Gets the AnovaRow containing the 'total' results. |
Methods
Equals | Determines whether the specified object is equal to the current object. (Inherited from Object) |
Finalize | Allows an object to try to free resources and perform other cleanup operations before it is reclaimed by garbage collection. (Inherited from Object) |
Get | Returns an enumerator for the rows in the ANOVA table. |
Get | Serves as the default hash function. (Inherited from Object) |
Get | Returns the model row at the specified index in an AnovaTable. |
Get | Gets the Type of the current instance. (Inherited from Object) |
Memberwise | Creates a shallow copy of the current Object. (Inherited from Object) |
ToData | Converts the data in the AnovaTable to a DataFrame<R, C>. |
ToData | Converts the data in the AnovaTable to a DataTable. |
ToString |
Returns a String representation of this instance.
(Overrides Object.ToString()) |
Extension Methods
Group<AnovaRow> |
Returns a grouping by the unique elements in a sequence.
(Defined by Grouping) |
Group<AnovaRow> |
Returns a grouping by the unique elements in a sequence
using the specified comparer to determine equality.
(Defined by Grouping) |
Standard |
Returns the standard deviation of the elements of a sequence.
(Defined by Stats) |
Sum<AnovaRow> |
Computes the sum of the sequence of values.
(Defined by ArrayMath) |
Sum<AnovaRow, U> |
Computes the sum of the sequence of values that are obtained
by invoking a transform function on each element of the input sequence.
(Defined by ArrayMath) |
Sum<AnovaRow, T2, U> |
Computes the sum of the sequence of values that are obtained
by invoking a transform function on each pair of elements of
the input sequences.
(Defined by ArrayMath) |