Stock Price Trends

Johnson Controls International PLC (JCI)

Johnson Controls International plc is an Irish-domiciled multinational conglomerate headquartered in Cork, Ireland, that produces fire, HVAC, and security equipment for buildings.

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 51.10% per annum.
  • JCI price at the close of March 5, 2025 was $82.22 and was inside the primary price channel.
  • The secondary trend is decreasing.
  • The decline rate of the secondary trend is 79.11% per annum.
  • JCI price at the close of March 5, 2025 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 JCI 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 28, 2023
End date: February 28, 2025

a = 2.4224

b = 0.0011

s = 0.0438

Annual growth rate:

Exp(365 × b) – 1
= Exp(365 × 0.0011) – 1
= 51.10%

Price channel spread:

Exp(4 × s) – 1
= Exp(4 × 0.0438) – 1
= 19.12%

September 28, 2023 calculations

Top border of price channel:

Exp(Y897)
= Exp(a + b × X897 + 2 × s)
= Exp(a + b × 1,301 + 2 × s)
= Exp(2.4224 + 0.0011 × 1,301 + 2 × 0.0438)
= Exp(3.9813)
= $53.58

Bottom border of price channel:

Exp(Y897)
= Exp(a + b × X897 – 2 × s)
= Exp(a + b × 1,301 – 2 × s)
= Exp(2.4224 + 0.0011 × 1,301 – 2 × 0.0438)
= Exp(3.8063)
= $44.98

February 28, 2025 calculations

Top border of price channel:

Exp(Y1,252)
= Exp(a + b × X1,252 + 2 × s)
= Exp(a + b × 1,820 + 2 × s)
= Exp(2.4224 + 0.0011 × 1,820 + 2 × 0.0438)
= Exp(4.5682)
= $96.37

Bottom border of price channel:

Exp(Y1,252)
= Exp(a + b × X1,252 – 2 × s)
= Exp(a + b × 1,820 – 2 × s)
= Exp(2.4224 + 0.0011 × 1,820 – 2 × 0.0438)
= Exp(4.3932)
= $80.90

Description

  • The primary trend is increasing.
  • The growth rate of the primary trend is 51.10% per annum.
  • JCI price at the close of March 5, 2025 was $82.22 and was inside the primary price channel.

Secondary Trend

Start date: February 10, 2025
End date: March 5, 2025

a = 12.2376

b = -0.0043

s = 0.0182

Annual growth rate:

Exp(365 × b) – 1
= Exp(365 × -0.0043) – 1
= -79.11%

Price channel spread:

Exp(4 × s) – 1
= Exp(4 × 0.0182) – 1
= 7.55%

February 10, 2025 calculations

Top border of price channel:

Exp(Y1,239)
= Exp(a + b × X1,239 + 2 × s)
= Exp(a + b × 1,802 + 2 × s)
= Exp(12.2376 + -0.0043 × 1,802 + 2 × 0.0182)
= Exp(4.5442)
= $94.09

Bottom border of price channel:

Exp(Y1,239)
= Exp(a + b × X1,239 – 2 × s)
= Exp(a + b × 1,802 – 2 × s)
= Exp(12.2376 + -0.0043 × 1,802 – 2 × 0.0182)
= Exp(4.4715)
= $87.49

March 5, 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(12.2376 + -0.0043 × 1,825 + 2 × 0.0182)
= Exp(4.4456)
= $85.25

Bottom border of price channel:

Exp(Y1,255)
= Exp(a + b × X1,255 – 2 × s)
= Exp(a + b × 1,825 – 2 × s)
= Exp(12.2376 + -0.0043 × 1,825 – 2 × 0.0182)
= Exp(4.3728)
= $79.27

Description

  • The secondary trend is decreasing.
  • The decline rate of the secondary trend is 79.11% per annum.
  • JCI price at the close of March 5, 2025 was inside the secondary price channel.