VB One Way Anova Example

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Imports System
Imports System.Data
Imports System.Collections

Imports CenterSpace.NMath.Core

Namespace CenterSpace.NMath.Core.Examples.VisualBasic

  ' A .NET example in Visual Basic showing one-way analysis of variance (anova).
  Public Class Form1
    Inherits System.Windows.Forms.Form

#Region " Windows Form Designer generated code "

    Public Sub New()
      MyBase.New()

      'This call is required by the Windows Form Designer.
      InitializeComponent()

      'Add any initialization after the InitializeComponent() call

      ' Create the data to analyze. Class OneWayAnova will accept data in
      ' several formats. The one below uses an array of DoubleVectors. Each
      ' vector in the array contains the data for a group.
      Dim Table(4) As DoubleVector

      Table(0) = New DoubleVector("[24 15 21 27 33 23]")
      Table(1) = New DoubleVector("[14 7 12 17 14 16]")
      Table(2) = New DoubleVector("[11 9 7 13 12 18]")
      Table(3) = New DoubleVector("[7 7 4 7 12 18]")
      Table(4) = New DoubleVector("[19 24 19 15 10 20]")

      ' Create the one-way ANOVA
      Dim Owa As OneWayAnova = New OneWayAnova(Table)

      ' The AnovaTable property is a DataFrame instance that contains
      ' a traditional ANOVA table. Use the ToDataTable() method of
      ' the DataFrame to create a ADO DataTable.
      Dim DT As DataTable = Owa.AnovaTable.ToDataTable()

      ' Set the grids DataSource property to the DataTable just created.
      DataGrid1.DataSource = DT

    End Sub

    'Form overrides dispose to clean up the component list.
    Protected Overloads Overrides Sub Dispose(ByVal disposing As Boolean)
      If disposing Then
        If Not (components Is Nothing) Then
          components.Dispose()
        End If
      End If
      MyBase.Dispose(disposing)
    End Sub

    'Required by the Windows Form Designer
    Private components As System.ComponentModel.IContainer

    'NOTE: The following procedure is required by the Windows Form Designer
    'It can be modified using the Windows Form Designer.  
    'Do not modify it using the code editor.
    Friend WithEvents DataGrid1 As System.Windows.Forms.DataGrid
    Friend WithEvents Label1 As System.Windows.Forms.Label
    <System.Diagnostics.DebuggerStepThrough()> Private Sub InitializeComponent()
      Me.DataGrid1 = New System.Windows.Forms.DataGrid()
      Me.Label1 = New System.Windows.Forms.Label()
      CType(Me.DataGrid1, System.ComponentModel.ISupportInitialize).BeginInit()
      Me.SuspendLayout()
      '
      'DataGrid1
      '
      Me.DataGrid1.BackgroundColor = System.Drawing.Color.White
      Me.DataGrid1.CaptionVisible = False
      Me.DataGrid1.DataMember = ""
      Me.DataGrid1.HeaderForeColor = System.Drawing.SystemColors.ControlText
      Me.DataGrid1.Location = New System.Drawing.Point(24, 56)
      Me.DataGrid1.Name = "DataGrid1"
      Me.DataGrid1.PreferredColumnWidth = 110
      Me.DataGrid1.ReadOnly = True
      Me.DataGrid1.RowHeadersVisible = False
      Me.DataGrid1.Size = New System.Drawing.Size(664, 80)
      Me.DataGrid1.TabIndex = 0
      '
      'Label1
      '
      Me.Label1.Font = New System.Drawing.Font("Microsoft Sans Serif", 14.25!, System.Drawing.FontStyle.Regular, System.Drawing.GraphicsUnit.Point, CType(0, Byte))
      Me.Label1.Location = New System.Drawing.Point(200, 16)
      Me.Label1.Name = "Label1"
      Me.Label1.Size = New System.Drawing.Size(304, 24)
      Me.Label1.TabIndex = 1
      Me.Label1.Text = "One Way Anova Example"
      '
      'Form1
      '
      Me.AutoScaleBaseSize = New System.Drawing.Size(5, 13)
      Me.ClientSize = New System.Drawing.Size(706, 160)
      Me.Controls.AddRange(New System.Windows.Forms.Control() {Me.Label1, Me.DataGrid1})
      Me.FormBorderStyle = System.Windows.Forms.FormBorderStyle.FixedSingle
      Me.Name = "Form1"
      Me.Text = "One Way Anova Example"
      CType(Me.DataGrid1, System.ComponentModel.ISupportInitialize).EndInit()
      Me.ResumeLayout(False)

    End Sub

#End Region

  End Class

End Namespace

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