Stock Price Trends

Albemarle Corp (ALB)

Albemarle Corporation is a fine chemical manufacturing company based in Charlotte, North Carolina.

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 44.44% per annum.
  • ALB price at the close of April 26, 2024 was $116.88 and was inside the primary price channel.
  • The secondary trend is decreasing.
  • The decline rate of the secondary trend is 14.79% per annum.
  • ALB price at the close of April 26, 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 ALB 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: August 11, 2022
End date: April 26, 2024

a = 7.6760

b = -0.0016

s = 0.1129

Annual growth rate:

Exp(365 × b) – 1
= Exp(365 × -0.0016) – 1
= -44.44%

Price channel spread:

Exp(4 × s) – 1
= Exp(4 × 0.1129) – 1
= 57.06%

August 11, 2022 calculations

Top border of price channel:

Exp(Y829)
= Exp(a + b × X829 + 2 × s)
= Exp(a + b × 1,200 + 2 × s)
= Exp(7.6760 + -0.0016 × 1,200 + 2 × 0.1129)
= Exp(5.9698)
= $391.41

Bottom border of price channel:

Exp(Y829)
= Exp(a + b × X829 – 2 × s)
= Exp(a + b × 1,200 – 2 × s)
= Exp(7.6760 + -0.0016 × 1,200 – 2 × 0.1129)
= Exp(5.5183)
= $249.21

April 26, 2024 calculations

Top border of price channel:

Exp(Y1,258)
= Exp(a + b × X1,258 + 2 × s)
= Exp(a + b × 1,824 + 2 × s)
= Exp(7.6760 + -0.0016 × 1,824 + 2 × 0.1129)
= Exp(4.9652)
= $143.33

Bottom border of price channel:

Exp(Y1,258)
= Exp(a + b × X1,258 – 2 × s)
= Exp(a + b × 1,824 – 2 × s)
= Exp(7.6760 + -0.0016 × 1,824 – 2 × 0.1129)
= Exp(4.5137)
= $91.26

Description

  • The primary trend is decreasing.
  • The decline rate of the primary trend is 44.44% per annum.
  • ALB price at the close of April 26, 2024 was $116.88 and was inside the primary price channel.

Secondary Trend

Start date: October 20, 2023
End date: April 26, 2024

a = 5.5859

b = -0.0004

s = 0.0734

Annual growth rate:

Exp(365 × b) – 1
= Exp(365 × -0.0004) – 1
= -14.79%

Price channel spread:

Exp(4 × s) – 1
= Exp(4 × 0.0734) – 1
= 34.13%

October 20, 2023 calculations

Top border of price channel:

Exp(Y1,129)
= Exp(a + b × X1,129 + 2 × s)
= Exp(a + b × 1,635 + 2 × s)
= Exp(5.5859 + -0.0004 × 1,635 + 2 × 0.0734)
= Exp(5.0159)
= $150.78

Bottom border of price channel:

Exp(Y1,129)
= Exp(a + b × X1,129 – 2 × s)
= Exp(a + b × 1,635 – 2 × s)
= Exp(5.5859 + -0.0004 × 1,635 – 2 × 0.0734)
= Exp(4.7222)
= $112.41

April 26, 2024 calculations

Top border of price channel:

Exp(Y1,258)
= Exp(a + b × X1,258 + 2 × s)
= Exp(a + b × 1,824 + 2 × s)
= Exp(5.5859 + -0.0004 × 1,824 + 2 × 0.0734)
= Exp(4.9330)
= $138.79

Bottom border of price channel:

Exp(Y1,258)
= Exp(a + b × X1,258 – 2 × s)
= Exp(a + b × 1,824 – 2 × s)
= Exp(5.5859 + -0.0004 × 1,824 – 2 × 0.0734)
= Exp(4.6393)
= $103.47

Description

  • The secondary trend is decreasing.
  • The decline rate of the secondary trend is 14.79% per annum.
  • ALB price at the close of April 26, 2024 was inside the secondary price channel.