Stock Price Trends

Archrock Inc (AROC)

Archrock, Inc. is an energy infrastructure company in the United States. The company is headquartered in Houston, Texas.

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 80.72% per annum.
  • AROC price at the close of April 1, 2025 was $26.47 and was inside the primary price channel.
  • The secondary trend is increasing.
  • The growth rate of the secondary trend is 50.02% per annum.
  • AROC price at the close of April 1, 2025 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 AROC 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 4, 2022
End date: March 3, 2025

a = 0.4420

b = 0.0016

s = 0.0803

Annual growth rate:

Exp(365 × b) – 1
= Exp(365 × 0.0016) – 1
= 80.72%

Price channel spread:

Exp(4 × s) – 1
= Exp(4 × 0.0803) – 1
= 37.86%

August 4, 2022 calculations

Top border of price channel:

Exp(Y589)
= Exp(a + b × X589 + 2 × s)
= Exp(a + b × 854 + 2 × s)
= Exp(0.4420 + 0.0016 × 854 + 2 × 0.0803)
= Exp(1.9872)
= $7.29

Bottom border of price channel:

Exp(Y589)
= Exp(a + b × X589 – 2 × s)
= Exp(a + b × 854 – 2 × s)
= Exp(0.4420 + 0.0016 × 854 – 2 × 0.0803)
= Exp(1.6661)
= $5.29

March 3, 2025 calculations

Top border of price channel:

Exp(Y1,234)
= Exp(a + b × X1,234 + 2 × s)
= Exp(a + b × 1,796 + 2 × s)
= Exp(0.4420 + 0.0016 × 1,796 + 2 × 0.0803)
= Exp(3.5144)
= $33.60

Bottom border of price channel:

Exp(Y1,234)
= Exp(a + b × X1,234 – 2 × s)
= Exp(a + b × 1,796 – 2 × s)
= Exp(0.4420 + 0.0016 × 1,796 – 2 × 0.0803)
= Exp(3.1933)
= $24.37

Description

  • The primary trend is increasing.
  • The growth rate of the primary trend is 80.72% per annum.
  • AROC price at the close of April 1, 2025 was $26.47 and was inside the primary price channel.

Secondary Trend

Start date: February 15, 2024
End date: April 1, 2025

a = 1.2687

b = 0.0011

s = 0.0766

Annual growth rate:

Exp(365 × b) – 1
= Exp(365 × 0.0011) – 1
= 50.02%

Price channel spread:

Exp(4 × s) – 1
= Exp(4 × 0.0766) – 1
= 35.84%

February 15, 2024 calculations

Top border of price channel:

Exp(Y974)
= Exp(a + b × X974 + 2 × s)
= Exp(a + b × 1,414 + 2 × s)
= Exp(1.2687 + 0.0011 × 1,414 + 2 × 0.0766)
= Exp(2.9932)
= $19.95

Bottom border of price channel:

Exp(Y974)
= Exp(a + b × X974 – 2 × s)
= Exp(a + b × 1,414 – 2 × s)
= Exp(1.2687 + 0.0011 × 1,414 – 2 × 0.0766)
= Exp(2.6869)
= $14.69

April 1, 2025 calculations

Top border of price channel:

Exp(Y1,255)
= Exp(a + b × X1,255 + 2 × s)
= Exp(a + b × 1,825 + 2 × s)
= Exp(1.2687 + 0.0011 × 1,825 + 2 × 0.0766)
= Exp(3.4499)
= $31.50

Bottom border of price channel:

Exp(Y1,255)
= Exp(a + b × X1,255 – 2 × s)
= Exp(a + b × 1,825 – 2 × s)
= Exp(1.2687 + 0.0011 × 1,825 – 2 × 0.0766)
= Exp(3.1436)
= $23.19

Description

  • The secondary trend is increasing.
  • The growth rate of the secondary trend is 50.02% per annum.
  • AROC price at the close of April 1, 2025 was inside the secondary price channel.