Stock Price Trends

MGE Energy Inc (MGEE)

MGE Energy, Inc., is a utility holding company primarily in Wisconsin. The company is headquartered in Madison, Wisconsin.

Stock Price Trends

Stock price trends estimated using linear regression.

Key facts

  • The primary trend is increasing.
  • The growth rate of the primary trend is 29.37% per annum.
  • MGEE price at the close of May 7, 2025 was $92.13 and was inside the primary price channel.
  • The secondary trend is decreasing.
  • The decline rate of the secondary trend is 22.89% per annum.
  • MGEE price at the close of May 7, 2025 was inside the secondary price channel.
  • The direction of the secondary trend is opposite to the direction of the primary trend. This indicates a possible reversal in the direction of the primary trend.

Linear Regression Model

Model equation:
Yi = α + β × Xi + εi

Top border of price channel:
Exp(Yi) = Exp(a + b × Xi + 2 × s)

Bottom border of price channel:
Exp(Yi) = Exp(a + b × Xi – 2 × s)

where:

i - observation number
Yi - natural logarithm of MGEE price
Xi - time index, 1 day interval
σ - standard deviation of εi
a - estimator of α
b - estimator of β
s - estimator of σ
Exp() - calculates the exponent of e


Primary Trend

Start date: August 31, 2023
End date: April 3, 2025

a = 3.3215

b = 0.0007

s = 0.0658

Annual growth rate:

Exp(365 × b) – 1
= Exp(365 × 0.0007) – 1
= 29.37%

Price channel spread:

Exp(4 × s) – 1
= Exp(4 × 0.0658) – 1
= 30.12%

August 31, 2023 calculations

Top border of price channel:

Exp(Y834)
= Exp(a + b × X834 + 2 × s)
= Exp(a + b × 1,210 + 2 × s)
= Exp(3.3215 + 0.0007 × 1,210 + 2 × 0.0658)
= Exp(4.3068)
= $74.20

Bottom border of price channel:

Exp(Y834)
= Exp(a + b × X834 – 2 × s)
= Exp(a + b × 1,210 – 2 × s)
= Exp(3.3215 + 0.0007 × 1,210 – 2 × 0.0658)
= Exp(4.0435)
= $57.03

April 3, 2025 calculations

Top border of price channel:

Exp(Y1,232)
= Exp(a + b × X1,232 + 2 × s)
= Exp(a + b × 1,791 + 2 × s)
= Exp(3.3215 + 0.0007 × 1,791 + 2 × 0.0658)
= Exp(4.7167)
= $111.80

Bottom border of price channel:

Exp(Y1,232)
= Exp(a + b × X1,232 – 2 × s)
= Exp(a + b × 1,791 – 2 × s)
= Exp(3.3215 + 0.0007 × 1,791 – 2 × 0.0658)
= Exp(4.4534)
= $85.92

Description

  • The primary trend is increasing.
  • The growth rate of the primary trend is 29.37% per annum.
  • MGEE price at the close of May 7, 2025 was $92.13 and was inside the primary price channel.

Secondary Trend

Start date: November 6, 2024
End date: May 6, 2025

a = 5.7710

b = -0.0007

s = 0.0379

Annual growth rate:

Exp(365 × b) – 1
= Exp(365 × -0.0007) – 1
= -22.89%

Price channel spread:

Exp(4 × s) – 1
= Exp(4 × 0.0379) – 1
= 16.36%

November 6, 2024 calculations

Top border of price channel:

Exp(Y1,132)
= Exp(a + b × X1,132 + 2 × s)
= Exp(a + b × 1,643 + 2 × s)
= Exp(5.7710 + -0.0007 × 1,643 + 2 × 0.0379)
= Exp(4.6765)
= $107.39

Bottom border of price channel:

Exp(Y1,132)
= Exp(a + b × X1,132 – 2 × s)
= Exp(a + b × 1,643 – 2 × s)
= Exp(5.7710 + -0.0007 × 1,643 – 2 × 0.0379)
= Exp(4.5250)
= $92.30

May 6, 2025 calculations

Top border of price channel:

Exp(Y1,254)
= Exp(a + b × X1,254 + 2 × s)
= Exp(a + b × 1,824 + 2 × s)
= Exp(5.7710 + -0.0007 × 1,824 + 2 × 0.0379)
= Exp(4.5476)
= $94.40

Bottom border of price channel:

Exp(Y1,254)
= Exp(a + b × X1,254 – 2 × s)
= Exp(a + b × 1,824 – 2 × s)
= Exp(5.7710 + -0.0007 × 1,824 – 2 × 0.0379)
= Exp(4.3961)
= $81.13

Description

  • The secondary trend is decreasing.
  • The decline rate of the secondary trend is 22.89% per annum.
  • MGEE price at the close of May 7, 2025 was inside the secondary price channel.