Stock Price Trends

Aptiv PLC (APTV)

Aptiv plc is an auto parts company headquartered in Dublin, Ireland.

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 20.84% per annum.
  • APTV price at the close of November 20, 2024 was $52.59 and was inside the primary price channel.
  • The secondary trend is decreasing.
  • The decline rate of the secondary trend is 27.95% per annum.
  • APTV price at the close of November 20, 2024 was lower than the bottom border of the secondary price channel by $2.66 (4.81%).

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 APTV 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: February 2, 2021
End date: November 20, 2024

a = 5.3724

b = -0.0006

s = 0.1244

Annual growth rate:

Exp(365 × b) – 1
= Exp(365 × -0.0006) – 1
= -20.84%

Price channel spread:

Exp(4 × s) – 1
= Exp(4 × 0.1244) – 1
= 64.50%

February 2, 2021 calculations

Top border of price channel:

Exp(Y300)
= Exp(a + b × X300 + 2 × s)
= Exp(a + b × 439 + 2 × s)
= Exp(5.3724 + -0.0006 × 439 + 2 × 0.1244)
= Exp(5.3403)
= $208.58

Bottom border of price channel:

Exp(Y300)
= Exp(a + b × X300 – 2 × s)
= Exp(a + b × 439 – 2 × s)
= Exp(5.3724 + -0.0006 × 439 – 2 × 0.1244)
= Exp(4.8426)
= $126.79

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(5.3724 + -0.0006 × 1,826 + 2 × 0.1244)
= Exp(4.4525)
= $85.84

Bottom border of price channel:

Exp(Y1,257)
= Exp(a + b × X1,257 – 2 × s)
= Exp(a + b × 1,826 – 2 × s)
= Exp(5.3724 + -0.0006 × 1,826 – 2 × 0.1244)
= Exp(3.9547)
= $52.18

Description

  • The primary trend is decreasing.
  • The decline rate of the primary trend is 20.84% per annum.
  • APTV price at the close of November 20, 2024 was $52.59 and was inside the primary price channel.

Secondary Trend

Start date: January 27, 2023
End date: November 20, 2024

a = 5.7906

b = -0.0009

s = 0.0694

Annual growth rate:

Exp(365 × b) – 1
= Exp(365 × -0.0009) – 1
= -27.95%

Price channel spread:

Exp(4 × s) – 1
= Exp(4 × 0.0694) – 1
= 31.97%

January 27, 2023 calculations

Top border of price channel:

Exp(Y800)
= Exp(a + b × X800 + 2 × s)
= Exp(a + b × 1,163 + 2 × s)
= Exp(5.7906 + -0.0009 × 1,163 + 2 × 0.0694)
= Exp(4.8848)
= $132.26

Bottom border of price channel:

Exp(Y800)
= Exp(a + b × X800 – 2 × s)
= Exp(a + b × 1,163 – 2 × s)
= Exp(5.7906 + -0.0009 × 1,163 – 2 × 0.0694)
= Exp(4.6073)
= $100.22

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(5.7906 + -0.0009 × 1,826 + 2 × 0.0694)
= Exp(4.2893)
= $72.92

Bottom border of price channel:

Exp(Y1,257)
= Exp(a + b × X1,257 – 2 × s)
= Exp(a + b × 1,826 – 2 × s)
= Exp(5.7906 + -0.0009 × 1,826 – 2 × 0.0694)
= Exp(4.0119)
= $55.25

Description

  • The secondary trend is decreasing.
  • The decline rate of the secondary trend is 27.95% per annum.
  • APTV price at the close of November 20, 2024 was lower than the bottom border of the secondary price channel by $2.66 (4.81%).