Stock Price Trends

Lindsay Corporation (LNN)

Lindsay Corporation provides road infrastructure and water management products and services in the United States and internationally. The company is headquartered in Omaha, Nebraska.

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 8.24% per annum.
  • LNN price at the close of November 20, 2024 was $128.05 and was inside the primary price channel.
  • The secondary trend is increasing.
  • The growth rate of the secondary trend is 12.20% per annum.
  • LNN price at the close of November 20, 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 LNN 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: February 5, 2021
End date: November 19, 2024

a = 5.1744

b = -0.0002

s = 0.0848

Annual growth rate:

Exp(365 × b) – 1
= Exp(365 × -0.0002) – 1
= -8.24%

Price channel spread:

Exp(4 × s) – 1
= Exp(4 × 0.0848) – 1
= 40.35%

February 5, 2021 calculations

Top border of price channel:

Exp(Y303)
= Exp(a + b × X303 + 2 × s)
= Exp(a + b × 442 + 2 × s)
= Exp(5.1744 + -0.0002 × 442 + 2 × 0.0848)
= Exp(5.2398)
= $188.63

Bottom border of price channel:

Exp(Y303)
= Exp(a + b × X303 – 2 × s)
= Exp(a + b × 442 – 2 × s)
= Exp(5.1744 + -0.0002 × 442 – 2 × 0.0848)
= Exp(4.9008)
= $134.39

November 19, 2024 calculations

Top border of price channel:

Exp(Y1,256)
= Exp(a + b × X1,256 + 2 × s)
= Exp(a + b × 1,825 + 2 × s)
= Exp(5.1744 + -0.0002 × 1,825 + 2 × 0.0848)
= Exp(4.9140)
= $136.19

Bottom border of price channel:

Exp(Y1,256)
= Exp(a + b × X1,256 – 2 × s)
= Exp(a + b × 1,825 – 2 × s)
= Exp(5.1744 + -0.0002 × 1,825 – 2 × 0.0848)
= Exp(4.5750)
= $97.03

Description

  • The primary trend is decreasing.
  • The decline rate of the primary trend is 8.24% per annum.
  • LNN price at the close of November 20, 2024 was $128.05 and was inside the primary price channel.

Secondary Trend

Start date: March 8, 2024
End date: November 20, 2024

a = 4.2347

b = 0.0003

s = 0.0288

Annual growth rate:

Exp(365 × b) – 1
= Exp(365 × 0.0003) – 1
= 12.20%

Price channel spread:

Exp(4 × s) – 1
= Exp(4 × 0.0288) – 1
= 12.22%

March 8, 2024 calculations

Top border of price channel:

Exp(Y1,079)
= Exp(a + b × X1,079 + 2 × s)
= Exp(a + b × 1,569 + 2 × s)
= Exp(4.2347 + 0.0003 × 1,569 + 2 × 0.0288)
= Exp(4.7870)
= $119.95

Bottom border of price channel:

Exp(Y1,079)
= Exp(a + b × X1,079 – 2 × s)
= Exp(a + b × 1,569 – 2 × s)
= Exp(4.2347 + 0.0003 × 1,569 – 2 × 0.0288)
= Exp(4.6718)
= $106.89

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(4.2347 + 0.0003 × 1,826 + 2 × 0.0288)
= Exp(4.8681)
= $130.07

Bottom border of price channel:

Exp(Y1,257)
= Exp(a + b × X1,257 – 2 × s)
= Exp(a + b × 1,826 – 2 × s)
= Exp(4.2347 + 0.0003 × 1,826 – 2 × 0.0288)
= Exp(4.7528)
= $115.91

Description

  • The secondary trend is increasing.
  • The growth rate of the secondary trend is 12.20% per annum.
  • LNN price at the close of November 20, 2024 was inside the secondary price channel.

See Also

Symbol

Company name

TWI
Titan International Inc