Stock Price Trends

Eastman Chemical Company (EMN)

Eastman Chemical Company is an American company primarily involved in the chemical industry. Once a subsidiary of Kodak, today it is an independent global specialty materials company that produces a broad range of advanced materials, chemicals and fibers for everyday purposes. The company is headquartered in Kingsport, Tennessee.

Stock Price Trends

Stock price trends estimated using linear regression.

Key facts

  • The primary trend is increasing.
  • The growth rate of the primary trend is 42.91% per annum.
  • EMN price at the close of November 20, 2024 was $101.37 and was lower than the bottom border of the primary price channel by $0.71 (0.70%). This indicates a possible reversal in the primary trend direction.
  • The secondary trend is decreasing.
  • The decline rate of the secondary trend is 51.76% per annum.
  • EMN 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 EMN 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: September 7, 2023
End date: October 31, 2024

a = 2.9375

b = 0.0010

s = 0.0489

Annual growth rate:

Exp(365 × b) – 1
= Exp(365 × 0.0010) – 1
= 42.91%

Price channel spread:

Exp(4 × s) – 1
= Exp(4 × 0.0489) – 1
= 21.61%

September 7, 2023 calculations

Top border of price channel:

Exp(Y953)
= Exp(a + b × X953 + 2 × s)
= Exp(a + b × 1,386 + 2 × s)
= Exp(2.9375 + 0.0010 × 1,386 + 2 × 0.0489)
= Exp(4.3910)
= $80.72

Bottom border of price channel:

Exp(Y953)
= Exp(a + b × X953 – 2 × s)
= Exp(a + b × 1,386 – 2 × s)
= Exp(2.9375 + 0.0010 × 1,386 – 2 × 0.0489)
= Exp(4.1954)
= $66.38

October 31, 2024 calculations

Top border of price channel:

Exp(Y1,243)
= Exp(a + b × X1,243 + 2 × s)
= Exp(a + b × 1,806 + 2 × s)
= Exp(2.9375 + 0.0010 × 1,806 + 2 × 0.0489)
= Exp(4.8018)
= $121.73

Bottom border of price channel:

Exp(Y1,243)
= Exp(a + b × X1,243 – 2 × s)
= Exp(a + b × 1,806 – 2 × s)
= Exp(2.9375 + 0.0010 × 1,806 – 2 × 0.0489)
= Exp(4.6062)
= $100.10

Description

  • The primary trend is increasing.
  • The growth rate of the primary trend is 42.91% per annum.
  • EMN price at the close of November 20, 2024 was $101.37 and was lower than the bottom border of the primary price channel by $0.71 (0.70%). This indicates a possible reversal in the primary trend direction.

Secondary Trend

Start date: September 24, 2024
End date: November 20, 2024

a = 8.2570

b = -0.0020

s = 0.0149

Annual growth rate:

Exp(365 × b) – 1
= Exp(365 × -0.0020) – 1
= -51.76%

Price channel spread:

Exp(4 × s) – 1
= Exp(4 × 0.0149) – 1
= 6.15%

September 24, 2024 calculations

Top border of price channel:

Exp(Y1,216)
= Exp(a + b × X1,216 + 2 × s)
= Exp(a + b × 1,769 + 2 × s)
= Exp(8.2570 + -0.0020 × 1,769 + 2 × 0.0149)
= Exp(4.7535)
= $115.99

Bottom border of price channel:

Exp(Y1,216)
= Exp(a + b × X1,216 – 2 × s)
= Exp(a + b × 1,769 – 2 × s)
= Exp(8.2570 + -0.0020 × 1,769 – 2 × 0.0149)
= Exp(4.6938)
= $109.27

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(8.2570 + -0.0020 × 1,826 + 2 × 0.0149)
= Exp(4.6397)
= $103.51

Bottom border of price channel:

Exp(Y1,257)
= Exp(a + b × X1,257 – 2 × s)
= Exp(a + b × 1,826 – 2 × s)
= Exp(8.2570 + -0.0020 × 1,826 – 2 × 0.0149)
= Exp(4.5800)
= $97.51

Description

  • The secondary trend is decreasing.
  • The decline rate of the secondary trend is 51.76% per annum.
  • EMN price at the close of November 20, 2024 was inside the secondary price channel.