Stock Price Trends

Alamo Group Inc (ALG)

Alamo Group Inc. designs, manufactures, distributes and services agricultural and infrastructure maintenance equipment for government and industrial use worldwide. The company is headquartered in Seguin, Texas.

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 23.88% per annum.
  • ALG price at the close of November 19, 2024 was $190.70 and was higher than the top border of the primary price channel by $6.35 (3.44%). This indicates a possible reversal in the primary trend direction.
  • The secondary trend is increasing.
  • The growth rate of the secondary trend is 12.44% per annum.
  • ALG price at the close of November 19, 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 ALG 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 14, 2023
End date: October 31, 2024

a = 6.4860

b = -0.0007

s = 0.0478

Annual growth rate:

Exp(365 × b) – 1
= Exp(365 × -0.0007) – 1
= -23.88%

Price channel spread:

Exp(4 × s) – 1
= Exp(4 × 0.0478) – 1
= 21.08%

December 14, 2023 calculations

Top border of price channel:

Exp(Y1,023)
= Exp(a + b × X1,023 + 2 × s)
= Exp(a + b × 1,485 + 2 × s)
= Exp(6.4860 + -0.0007 × 1,485 + 2 × 0.0478)
= Exp(5.4717)
= $237.87

Bottom border of price channel:

Exp(Y1,023)
= Exp(a + b × X1,023 – 2 × s)
= Exp(a + b × 1,485 – 2 × s)
= Exp(6.4860 + -0.0007 × 1,485 – 2 × 0.0478)
= Exp(5.2804)
= $196.46

October 31, 2024 calculations

Top border of price channel:

Exp(Y1,244)
= Exp(a + b × X1,244 + 2 × s)
= Exp(a + b × 1,807 + 2 × s)
= Exp(6.4860 + -0.0007 × 1,807 + 2 × 0.0478)
= Exp(5.2310)
= $186.99

Bottom border of price channel:

Exp(Y1,244)
= Exp(a + b × X1,244 – 2 × s)
= Exp(a + b × 1,807 – 2 × s)
= Exp(6.4860 + -0.0007 × 1,807 – 2 × 0.0478)
= Exp(5.0398)
= $154.43

Description

  • The primary trend is decreasing.
  • The decline rate of the primary trend is 23.88% per annum.
  • ALG price at the close of November 19, 2024 was $190.70 and was higher than the top border of the primary price channel by $6.35 (3.44%). This indicates a possible reversal in the primary trend direction.

Secondary Trend

Start date: June 11, 2024
End date: November 19, 2024

a = 4.6228

b = 0.0003

s = 0.0421

Annual growth rate:

Exp(365 × b) – 1
= Exp(365 × 0.0003) – 1
= 12.44%

Price channel spread:

Exp(4 × s) – 1
= Exp(4 × 0.0421) – 1
= 18.34%

June 11, 2024 calculations

Top border of price channel:

Exp(Y1,145)
= Exp(a + b × X1,145 + 2 × s)
= Exp(a + b × 1,665 + 2 × s)
= Exp(4.6228 + 0.0003 × 1,665 + 2 × 0.0421)
= Exp(5.2419)
= $189.02

Bottom border of price channel:

Exp(Y1,145)
= Exp(a + b × X1,145 – 2 × s)
= Exp(a + b × 1,665 – 2 × s)
= Exp(4.6228 + 0.0003 × 1,665 – 2 × 0.0421)
= Exp(5.0735)
= $159.73

November 19, 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(4.6228 + 0.0003 × 1,826 + 2 × 0.0421)
= Exp(5.2936)
= $199.06

Bottom border of price channel:

Exp(Y1,257)
= Exp(a + b × X1,257 – 2 × s)
= Exp(a + b × 1,826 – 2 × s)
= Exp(4.6228 + 0.0003 × 1,826 – 2 × 0.0421)
= Exp(5.1252)
= $168.21

Description

  • The secondary trend is increasing.
  • The growth rate of the secondary trend is 12.44% per annum.
  • ALG price at the close of November 19, 2024 was inside the secondary price channel.