Stock Price Trends

Guess? Inc. (GES)

Guess? The company is headquartered in Los Angeles, California.

Stock Price Trends

Stock price trends estimated using linear regression.

Key facts

  • The primary trend is decreasing.
  • The decline rate of the primary trend is 48.44% per annum.
  • GES price at the close of November 20, 2024 was $16.20 and was inside the primary price channel.
  • The secondary trend is decreasing.
  • The decline rate of the secondary trend is 75.35% per annum.
  • GES price at the close of November 20, 2024 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 GES 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: March 21, 2024
End date: November 20, 2024

a = 6.1645

b = -0.0018

s = 0.0540

Annual growth rate:

Exp(365 × b) – 1
= Exp(365 × -0.0018) – 1
= -48.44%

Price channel spread:

Exp(4 × s) – 1
= Exp(4 × 0.0540) – 1
= 24.11%

March 21, 2024 calculations

Top border of price channel:

Exp(Y1,088)
= Exp(a + b × X1,088 + 2 × s)
= Exp(a + b × 1,582 + 2 × s)
= Exp(6.1645 + -0.0018 × 1,582 + 2 × 0.0540)
= Exp(3.4013)
= $30.00

Bottom border of price channel:

Exp(Y1,088)
= Exp(a + b × X1,088 – 2 × s)
= Exp(a + b × 1,582 – 2 × s)
= Exp(6.1645 + -0.0018 × 1,582 – 2 × 0.0540)
= Exp(3.1852)
= $24.17

November 20, 2024 calculations

Top border of price channel:

Exp(Y1,257)
= Exp(a + b × X1,257 + 2 × s)
= Exp(a + b × 1,826 + 2 × s)
= Exp(6.1645 + -0.0018 × 1,826 + 2 × 0.0540)
= Exp(2.9584)
= $19.27

Bottom border of price channel:

Exp(Y1,257)
= Exp(a + b × X1,257 – 2 × s)
= Exp(a + b × 1,826 – 2 × s)
= Exp(6.1645 + -0.0018 × 1,826 – 2 × 0.0540)
= Exp(2.7424)
= $15.52

Description

  • The primary trend is decreasing.
  • The decline rate of the primary trend is 48.44% per annum.
  • GES price at the close of November 20, 2024 was $16.20 and was inside the primary price channel.

Secondary Trend

Start date: September 26, 2024
End date: November 20, 2024

a = 9.8039

b = -0.0038

s = 0.0238

Annual growth rate:

Exp(365 × b) – 1
= Exp(365 × -0.0038) – 1
= -75.35%

Price channel spread:

Exp(4 × s) – 1
= Exp(4 × 0.0238) – 1
= 9.99%

September 26, 2024 calculations

Top border of price channel:

Exp(Y1,218)
= Exp(a + b × X1,218 + 2 × s)
= Exp(a + b × 1,771 + 2 × s)
= Exp(9.8039 + -0.0038 × 1,771 + 2 × 0.0238)
= Exp(3.0562)
= $21.25

Bottom border of price channel:

Exp(Y1,218)
= Exp(a + b × X1,218 – 2 × s)
= Exp(a + b × 1,771 – 2 × s)
= Exp(9.8039 + -0.0038 × 1,771 – 2 × 0.0238)
= Exp(2.9610)
= $19.32

November 20, 2024 calculations

Top border of price channel:

Exp(Y1,257)
= Exp(a + b × X1,257 + 2 × s)
= Exp(a + b × 1,826 + 2 × s)
= Exp(9.8039 + -0.0038 × 1,826 + 2 × 0.0238)
= Exp(2.8452)
= $17.20

Bottom border of price channel:

Exp(Y1,257)
= Exp(a + b × X1,257 – 2 × s)
= Exp(a + b × 1,826 – 2 × s)
= Exp(9.8039 + -0.0038 × 1,826 – 2 × 0.0238)
= Exp(2.7500)
= $15.64

Description

  • The secondary trend is decreasing.
  • The decline rate of the secondary trend is 75.35% per annum.
  • GES price at the close of November 20, 2024 was inside the secondary price channel.