Stock Price Trends

Skyline Corporation (SKY)

Skyline Champion Corporation is a factory-built housing company in North America. The company is headquartered in Troy, Michigan.

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 7.79% per annum.
  • SKY price at the close of April 28, 2025 was $84.23 and was inside the primary price channel.
  • The secondary trend is increasing.
  • The growth rate of the secondary trend is 24.37% per annum.
  • SKY price at the close of April 28, 2025 was inside the secondary price channel.

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 SKY 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: May 26, 2021
End date: August 6, 2024

a = 3.9572

b = 0.0002

s = 0.1322

Annual growth rate:

Exp(365 × b) – 1
= Exp(365 × 0.0002) – 1
= 7.79%

Price channel spread:

Exp(4 × s) – 1
= Exp(4 × 0.1322) – 1
= 69.72%

May 26, 2021 calculations

Top border of price channel:

Exp(Y271)
= Exp(a + b × X271 + 2 × s)
= Exp(a + b × 392 + 2 × s)
= Exp(3.9572 + 0.0002 × 392 + 2 × 0.1322)
= Exp(4.3022)
= $73.86

Bottom border of price channel:

Exp(Y271)
= Exp(a + b × X271 – 2 × s)
= Exp(a + b × 392 – 2 × s)
= Exp(3.9572 + 0.0002 × 392 – 2 × 0.1322)
= Exp(3.7732)
= $43.52

August 6, 2024 calculations

Top border of price channel:

Exp(Y1,074)
= Exp(a + b × X1,074 + 2 × s)
= Exp(a + b × 1,560 + 2 × s)
= Exp(3.9572 + 0.0002 × 1,560 + 2 × 0.1322)
= Exp(4.5421)
= $93.89

Bottom border of price channel:

Exp(Y1,074)
= Exp(a + b × X1,074 – 2 × s)
= Exp(a + b × 1,560 – 2 × s)
= Exp(3.9572 + 0.0002 × 1,560 – 2 × 0.1322)
= Exp(4.0131)
= $55.32

Description

  • The primary trend is increasing.
  • The growth rate of the primary trend is 7.79% per annum.
  • SKY price at the close of April 28, 2025 was $84.23 and was inside the primary price channel.

Secondary Trend

Start date: March 31, 2022
End date: April 2, 2025

a = 3.4955

b = 0.0006

s = 0.0972

Annual growth rate:

Exp(365 × b) – 1
= Exp(365 × 0.0006) – 1
= 24.37%

Price channel spread:

Exp(4 × s) – 1
= Exp(4 × 0.0972) – 1
= 47.50%

March 31, 2022 calculations

Top border of price channel:

Exp(Y485)
= Exp(a + b × X485 + 2 × s)
= Exp(a + b × 701 + 2 × s)
= Exp(3.4955 + 0.0006 × 701 + 2 × 0.0972)
= Exp(4.1087)
= $60.87

Bottom border of price channel:

Exp(Y485)
= Exp(a + b × X485 – 2 × s)
= Exp(a + b × 701 – 2 × s)
= Exp(3.4955 + 0.0006 × 701 – 2 × 0.0972)
= Exp(3.7200)
= $41.26

April 2, 2025 calculations

Top border of price channel:

Exp(Y1,238)
= Exp(a + b × X1,238 + 2 × s)
= Exp(a + b × 1,799 + 2 × s)
= Exp(3.4955 + 0.0006 × 1,799 + 2 × 0.0972)
= Exp(4.7647)
= $117.30

Bottom border of price channel:

Exp(Y1,238)
= Exp(a + b × X1,238 – 2 × s)
= Exp(a + b × 1,799 – 2 × s)
= Exp(3.4955 + 0.0006 × 1,799 – 2 × 0.0972)
= Exp(4.3760)
= $79.52

Description

  • The secondary trend is increasing.
  • The growth rate of the secondary trend is 24.37% per annum.
  • SKY price at the close of April 28, 2025 was inside the secondary price channel.