在VBA中创建简单回归的函数,可以使用以下代码示例:
Function SimpleRegression(x As Range, y As Range) As Double
'计算简单回归的函数
'x和y为输入的数据范围
Dim n As Long
Dim sumX As Double, sumY As Double
Dim sumXY As Double, sumX2 As Double
Dim slope As Double, intercept As Double
n = x.Rows.Count
'计算x和y的总和
For i = 1 To n
sumX = sumX + x.Cells(i, 1).Value
sumY = sumY + y.Cells(i, 1).Value
sumXY = sumXY + x.Cells(i, 1).Value * y.Cells(i, 1).Value
sumX2 = sumX2 + x.Cells(i, 1).Value ^ 2
Next i
'计算斜率和截距
slope = (n * sumXY - sumX * sumY) / (n * sumX2 - sumX ^ 2)
intercept = (sumY - slope * sumX) / n
'返回截距
SimpleRegression = intercept
End Function
使用上述函数,可以在VBA代码中调用,例如:
Sub TestSimpleRegression()
Dim xRange As Range
Dim yRange As Range
Dim intercept As Double
'设置x和y的数据范围
Set xRange = Range("A1:A10")
Set yRange = Range("B1:B10")
'调用SimpleRegression函数
intercept = SimpleRegression(xRange, yRange)
'显示截距
MsgBox "Intercept: " & intercept
End Sub
在上述示例中,假设数据范围为A1:A10和B1:B10,SimpleRegression函数计算简单回归的截距,并将其作为返回值。然后,可以在TestSimpleRegression子过程中调用该函数,并显示截距。