Stock Price Trends

Aecom Technology Corporation (ACM)

AECOM provides professional construction and program management services in the Americas, Europe, the Middle East, Africa, and Asia Pacific. The company is headquartered in Los Angeles, California.

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 13.69% per annum.
  • ACM price at the close of November 19, 2024 was $108.83 and was inside the primary price channel.
  • The secondary trend is increasing.
  • The growth rate of the secondary trend is 84.51% per annum.
  • ACM price at the close of November 19, 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 ACM 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: March 8, 2021
End date: October 3, 2024

a = 3.9448

b = 0.0004

s = 0.0584

Annual growth rate:

Exp(365 × b) – 1
= Exp(365 × 0.0004) – 1
= 13.69%

Price channel spread:

Exp(4 × s) – 1
= Exp(4 × 0.0584) – 1
= 26.34%

March 8, 2021 calculations

Top border of price channel:

Exp(Y324)
= Exp(a + b × X324 + 2 × s)
= Exp(a + b × 474 + 2 × s)
= Exp(3.9448 + 0.0004 × 474 + 2 × 0.0584)
= Exp(4.2284)
= $68.60

Bottom border of price channel:

Exp(Y324)
= Exp(a + b × X324 – 2 × s)
= Exp(a + b × 474 – 2 × s)
= Exp(3.9448 + 0.0004 × 474 – 2 × 0.0584)
= Exp(3.9946)
= $54.30

October 3, 2024 calculations

Top border of price channel:

Exp(Y1,224)
= Exp(a + b × X1,224 + 2 × s)
= Exp(a + b × 1,779 + 2 × s)
= Exp(3.9448 + 0.0004 × 1,779 + 2 × 0.0584)
= Exp(4.6871)
= $108.54

Bottom border of price channel:

Exp(Y1,224)
= Exp(a + b × X1,224 – 2 × s)
= Exp(a + b × 1,779 – 2 × s)
= Exp(3.9448 + 0.0004 × 1,779 – 2 × 0.0584)
= Exp(4.4533)
= $85.91

Description

  • The primary trend is increasing.
  • The growth rate of the primary trend is 13.69% per annum.
  • ACM price at the close of November 19, 2024 was $108.83 and was inside the primary price channel.

Secondary Trend

Start date: May 29, 2024
End date: November 19, 2024

a = 1.6457

b = 0.0017

s = 0.0260

Annual growth rate:

Exp(365 × b) – 1
= Exp(365 × 0.0017) – 1
= 84.51%

Price channel spread:

Exp(4 × s) – 1
= Exp(4 × 0.0260) – 1
= 10.96%

May 29, 2024 calculations

Top border of price channel:

Exp(Y1,136)
= Exp(a + b × X1,136 + 2 × s)
= Exp(a + b × 1,652 + 2 × s)
= Exp(1.6457 + 0.0017 × 1,652 + 2 × 0.0260)
= Exp(4.4702)
= $87.37

Bottom border of price channel:

Exp(Y1,136)
= Exp(a + b × X1,136 – 2 × s)
= Exp(a + b × 1,652 – 2 × s)
= Exp(1.6457 + 0.0017 × 1,652 – 2 × 0.0260)
= Exp(4.3662)
= $78.74

November 19, 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(1.6457 + 0.0017 × 1,826 + 2 × 0.0260)
= Exp(4.7622)
= $117.00

Bottom border of price channel:

Exp(Y1,257)
= Exp(a + b × X1,257 – 2 × s)
= Exp(a + b × 1,826 – 2 × s)
= Exp(1.6457 + 0.0017 × 1,826 – 2 × 0.0260)
= Exp(4.6582)
= $105.44

Description

  • The secondary trend is increasing.
  • The growth rate of the secondary trend is 84.51% per annum.
  • ACM price at the close of November 19, 2024 was inside the secondary price channel.