Stock Price Trends

PBF Energy Inc (PBF)

PBF Energy Inc., is dedicated to refining and supplying petroleum products. The company is headquartered in Parsippany, New Jersey.

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 74.68% per annum.
  • PBF price at the close of July 25, 2024 was $40.24 and was inside the primary price channel.
  • The secondary trend is decreasing.
  • The decline rate of the secondary trend is 91.74% per annum.
  • PBF price at the close of July 25, 2024 was higher than the top border of the secondary price channel by $0.14 (0.35%). This indicates a possible reversal in the secondary trend direction.

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 PBF 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: April 1, 2024
End date: July 25, 2024

a = 10.5323

b = -0.0038

s = 0.0353

Annual growth rate:

Exp(365 × b) – 1
= Exp(365 × -0.0038) – 1
= -74.68%

Price channel spread:

Exp(4 × s) – 1
= Exp(4 × 0.0353) – 1
= 15.16%

April 1, 2024 calculations

Top border of price channel:

Exp(Y1,177)
= Exp(a + b × X1,177 + 2 × s)
= Exp(a + b × 1,711 + 2 × s)
= Exp(10.5323 + -0.0038 × 1,711 + 2 × 0.0353)
= Exp(4.1637)
= $64.31

Bottom border of price channel:

Exp(Y1,177)
= Exp(a + b × X1,177 – 2 × s)
= Exp(a + b × 1,711 – 2 × s)
= Exp(10.5323 + -0.0038 × 1,711 – 2 × 0.0353)
= Exp(4.0226)
= $55.84

July 25, 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(10.5323 + -0.0038 × 1,826 + 2 × 0.0353)
= Exp(3.7309)
= $41.72

Bottom border of price channel:

Exp(Y1,257)
= Exp(a + b × X1,257 – 2 × s)
= Exp(a + b × 1,826 – 2 × s)
= Exp(10.5323 + -0.0038 × 1,826 – 2 × 0.0353)
= Exp(3.5898)
= $36.23

Description

  • The primary trend is decreasing.
  • The decline rate of the primary trend is 74.68% per annum.
  • PBF price at the close of July 25, 2024 was $40.24 and was inside the primary price channel.

Secondary Trend

Start date: June 26, 2024
End date: July 25, 2024

a = 16.1110

b = -0.0068

s = 0.0283

Annual growth rate:

Exp(365 × b) – 1
= Exp(365 × -0.0068) – 1
= -91.74%

Price channel spread:

Exp(4 × s) – 1
= Exp(4 × 0.0283) – 1
= 12.00%

June 26, 2024 calculations

Top border of price channel:

Exp(Y1,237)
= Exp(a + b × X1,237 + 2 × s)
= Exp(a + b × 1,797 + 2 × s)
= Exp(16.1110 + -0.0068 × 1,797 + 2 × 0.0283)
= Exp(3.8895)
= $48.88

Bottom border of price channel:

Exp(Y1,237)
= Exp(a + b × X1,237 – 2 × s)
= Exp(a + b × 1,797 – 2 × s)
= Exp(16.1110 + -0.0068 × 1,797 – 2 × 0.0283)
= Exp(3.7761)
= $43.65

July 25, 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(16.1110 + -0.0068 × 1,826 + 2 × 0.0283)
= Exp(3.6913)
= $40.10

Bottom border of price channel:

Exp(Y1,257)
= Exp(a + b × X1,257 – 2 × s)
= Exp(a + b × 1,826 – 2 × s)
= Exp(16.1110 + -0.0068 × 1,826 – 2 × 0.0283)
= Exp(3.5780)
= $35.80

Description

  • The secondary trend is decreasing.
  • The decline rate of the secondary trend is 91.74% per annum.
  • PBF price at the close of July 25, 2024 was higher than the top border of the secondary price channel by $0.14 (0.35%). This indicates a possible reversal in the secondary trend direction.