Stock Price Trends

Shenandoah Telecommunications Co (SHEN)

Shenandoah Telecommunications Company, provides a range of broadband communication services and cell tower placement space in the mid-Atlantic part of the United States. The company is headquartered in Edinburg, Virginia.

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 66.61% per annum.
  • SHEN price at the close of August 29, 2025 was $13.25 and was lower than the bottom border of the primary price channel by $0.11 (0.81%). This indicates a possible reversal in the primary trend direction.
  • The secondary trend is decreasing.
  • The decline rate of the secondary trend is 80.27% per annum.
  • SHEN price at the close of August 29, 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 SHEN 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: January 10, 2025
End date: July 31, 2025

a = 0.1636

b = 0.0014

s = 0.0599

Annual growth rate:

Exp(365 × b) – 1
= Exp(365 × 0.0014) – 1
= 66.61%

Price channel spread:

Exp(4 × s) – 1
= Exp(4 × 0.0599) – 1
= 27.07%

January 10, 2025 calculations

Top border of price channel:

Exp(Y1,094)
= Exp(a + b × X1,094 + 2 × s)
= Exp(a + b × 1,591 + 2 × s)
= Exp(0.1636 + 0.0014 × 1,591 + 2 × 0.0599)
= Exp(2.5086)
= $12.29

Bottom border of price channel:

Exp(Y1,094)
= Exp(a + b × X1,094 – 2 × s)
= Exp(a + b × 1,591 – 2 × s)
= Exp(0.1636 + 0.0014 × 1,591 – 2 × 0.0599)
= Exp(2.2690)
= $9.67

July 31, 2025 calculations

Top border of price channel:

Exp(Y1,232)
= Exp(a + b × X1,232 + 2 × s)
= Exp(a + b × 1,793 + 2 × s)
= Exp(0.1636 + 0.0014 × 1,793 + 2 × 0.0599)
= Exp(2.7911)
= $16.30

Bottom border of price channel:

Exp(Y1,232)
= Exp(a + b × X1,232 – 2 × s)
= Exp(a + b × 1,793 – 2 × s)
= Exp(0.1636 + 0.0014 × 1,793 – 2 × 0.0599)
= Exp(2.5515)
= $12.83

Description

  • The primary trend is increasing.
  • The growth rate of the primary trend is 66.61% per annum.
  • SHEN price at the close of August 29, 2025 was $13.25 and was lower than the bottom border of the primary price channel by $0.11 (0.81%). This indicates a possible reversal in the primary trend direction.

Secondary Trend

Start date: July 3, 2025
End date: August 22, 2025

a = 10.5931

b = -0.0044

s = 0.0516

Annual growth rate:

Exp(365 × b) – 1
= Exp(365 × -0.0044) – 1
= -80.27%

Price channel spread:

Exp(4 × s) – 1
= Exp(4 × 0.0516) – 1
= 22.93%

July 3, 2025 calculations

Top border of price channel:

Exp(Y1,213)
= Exp(a + b × X1,213 + 2 × s)
= Exp(a + b × 1,765 + 2 × s)
= Exp(10.5931 + -0.0044 × 1,765 + 2 × 0.0516)
= Exp(2.8491)
= $17.27

Bottom border of price channel:

Exp(Y1,213)
= Exp(a + b × X1,213 – 2 × s)
= Exp(a + b × 1,765 – 2 × s)
= Exp(10.5931 + -0.0044 × 1,765 – 2 × 0.0516)
= Exp(2.6427)
= $14.05

August 22, 2025 calculations

Top border of price channel:

Exp(Y1,248)
= Exp(a + b × X1,248 + 2 × s)
= Exp(a + b × 1,815 + 2 × s)
= Exp(10.5931 + -0.0044 × 1,815 + 2 × 0.0516)
= Exp(2.6268)
= $13.83

Bottom border of price channel:

Exp(Y1,248)
= Exp(a + b × X1,248 – 2 × s)
= Exp(a + b × 1,815 – 2 × s)
= Exp(10.5931 + -0.0044 × 1,815 – 2 × 0.0516)
= Exp(2.4204)
= $11.25

Description

  • The secondary trend is decreasing.
  • The decline rate of the secondary trend is 80.27% per annum.
  • SHEN price at the close of August 29, 2025 was inside the secondary price channel.