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 18.44% per annum.
  • GES price at the close of July 26, 2024 was $23.57 and was higher than the top border of the primary price channel by $11.10 (89.02%). This indicates a possible reversal in the primary trend direction.
  • The secondary trend is increasing.
  • The growth rate of the secondary trend is 28.70% per annum.
  • GES price at the close of July 26, 2024 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 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: December 23, 2020
End date: November 17, 2022

a = 3.3545

b = -0.0006

s = 0.0936

Annual growth rate:

Exp(365 × b) – 1
= Exp(365 × -0.0006) – 1
= -18.44%

Price channel spread:

Exp(4 × s) – 1
= Exp(4 × 0.0936) – 1
= 45.41%

December 23, 2020 calculations

Top border of price channel:

Exp(Y356)
= Exp(a + b × X356 + 2 × s)
= Exp(a + b × 513 + 2 × s)
= Exp(3.3545 + -0.0006 × 513 + 2 × 0.0936)
= Exp(3.2553)
= $25.93

Bottom border of price channel:

Exp(Y356)
= Exp(a + b × X356 – 2 × s)
= Exp(a + b × 513 – 2 × s)
= Exp(3.3545 + -0.0006 × 513 – 2 × 0.0936)
= Exp(2.8809)
= $17.83

November 17, 2022 calculations

Top border of price channel:

Exp(Y835)
= Exp(a + b × X835 + 2 × s)
= Exp(a + b × 1,207 + 2 × s)
= Exp(3.3545 + -0.0006 × 1,207 + 2 × 0.0936)
= Exp(2.8678)
= $17.60

Bottom border of price channel:

Exp(Y835)
= Exp(a + b × X835 – 2 × s)
= Exp(a + b × 1,207 – 2 × s)
= Exp(3.3545 + -0.0006 × 1,207 – 2 × 0.0936)
= Exp(2.4934)
= $12.10

Description

  • The primary trend is decreasing.
  • The decline rate of the primary trend is 18.44% per annum.
  • GES price at the close of July 26, 2024 was $23.57 and was higher than the top border of the primary price channel by $11.10 (89.02%). This indicates a possible reversal in the primary trend direction.

Secondary Trend

Start date: June 9, 2022
End date: July 26, 2024

a = 1.9245

b = 0.0007

s = 0.0950

Annual growth rate:

Exp(365 × b) – 1
= Exp(365 × 0.0007) – 1
= 28.70%

Price channel spread:

Exp(4 × s) – 1
= Exp(4 × 0.0950) – 1
= 46.21%

June 9, 2022 calculations

Top border of price channel:

Exp(Y723)
= Exp(a + b × X723 + 2 × s)
= Exp(a + b × 1,046 + 2 × s)
= Exp(1.9245 + 0.0007 × 1,046 + 2 × 0.0950)
= Exp(2.8375)
= $17.07

Bottom border of price channel:

Exp(Y723)
= Exp(a + b × X723 – 2 × s)
= Exp(a + b × 1,046 – 2 × s)
= Exp(1.9245 + 0.0007 × 1,046 – 2 × 0.0950)
= Exp(2.4576)
= $11.68

July 26, 2024 calculations

Top border of price channel:

Exp(Y1,257)
= Exp(a + b × X1,257 + 2 × s)
= Exp(a + b × 1,824 + 2 × s)
= Exp(1.9245 + 0.0007 × 1,824 + 2 × 0.0950)
= Exp(3.3752)
= $29.23

Bottom border of price channel:

Exp(Y1,257)
= Exp(a + b × X1,257 – 2 × s)
= Exp(a + b × 1,824 – 2 × s)
= Exp(1.9245 + 0.0007 × 1,824 – 2 × 0.0950)
= Exp(2.9953)
= $19.99

Description

  • The secondary trend is increasing.
  • The growth rate of the secondary trend is 28.70% per annum.
  • GES price at the close of July 26, 2024 was inside the secondary price channel.