Stock Price Trends

Westinghouse Air Brake Technologies Corp (WAB)

Wabtec Corporation (derived from Westinghouse Air Brake Technologies Corporation) is an American company formed by the merger of the Westinghouse Air Brake Company (WABCO) and MotivePower Industries Corporation in 1999. It is headquartered in Pittsburgh, Pennsylvania.

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 55.30% per annum.
  • WAB price at the close of April 29, 2025 was $184.36 and was lower than the bottom border of the primary price channel by $21.46 (10.43%). This indicates a possible reversal in the primary trend direction.
  • The secondary trend is decreasing.
  • The decline rate of the secondary trend is 27.27% per annum.
  • WAB price at the close of April 29, 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 WAB 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 10, 2023
End date: February 11, 2025

a = 3.2358

b = 0.0012

s = 0.0549

Annual growth rate:

Exp(365 × b) – 1
= Exp(365 × 0.0012) – 1
= 55.30%

Price channel spread:

Exp(4 × s) – 1
= Exp(4 × 0.0549) – 1
= 24.56%

March 10, 2023 calculations

Top border of price channel:

Exp(Y720)
= Exp(a + b × X720 + 2 × s)
= Exp(a + b × 1,044 + 2 × s)
= Exp(3.2358 + 0.0012 × 1,044 + 2 × 0.0549)
= Exp(4.6047)
= $99.96

Bottom border of price channel:

Exp(Y720)
= Exp(a + b × X720 – 2 × s)
= Exp(a + b × 1,044 – 2 × s)
= Exp(3.2358 + 0.0012 × 1,044 – 2 × 0.0549)
= Exp(4.3851)
= $80.25

February 11, 2025 calculations

Top border of price channel:

Exp(Y1,202)
= Exp(a + b × X1,202 + 2 × s)
= Exp(a + b × 1,748 + 2 × s)
= Exp(3.2358 + 0.0012 × 1,748 + 2 × 0.0549)
= Exp(5.4538)
= $233.64

Bottom border of price channel:

Exp(Y1,202)
= Exp(a + b × X1,202 – 2 × s)
= Exp(a + b × 1,748 – 2 × s)
= Exp(3.2358 + 0.0012 × 1,748 – 2 × 0.0549)
= Exp(5.2342)
= $187.57

Description

  • The primary trend is increasing.
  • The growth rate of the primary trend is 55.30% per annum.
  • WAB price at the close of April 29, 2025 was $184.36 and was lower than the bottom border of the primary price channel by $21.46 (10.43%). This indicates a possible reversal in the primary trend direction.

Secondary Trend

Start date: November 6, 2024
End date: April 29, 2025

a = 6.7647

b = -0.0009

s = 0.0448

Annual growth rate:

Exp(365 × b) – 1
= Exp(365 × -0.0009) – 1
= -27.27%

Price channel spread:

Exp(4 × s) – 1
= Exp(4 × 0.0448) – 1
= 19.65%

November 6, 2024 calculations

Top border of price channel:

Exp(Y1,138)
= Exp(a + b × X1,138 + 2 × s)
= Exp(a + b × 1,651 + 2 × s)
= Exp(6.7647 + -0.0009 × 1,651 + 2 × 0.0448)
= Exp(5.4144)
= $224.61

Bottom border of price channel:

Exp(Y1,138)
= Exp(a + b × X1,138 – 2 × s)
= Exp(a + b × 1,651 – 2 × s)
= Exp(6.7647 + -0.0009 × 1,651 – 2 × 0.0448)
= Exp(5.2350)
= $187.73

April 29, 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(6.7647 + -0.0009 × 1,825 + 2 × 0.0448)
= Exp(5.2626)
= $192.98

Bottom border of price channel:

Exp(Y1,255)
= Exp(a + b × X1,255 – 2 × s)
= Exp(a + b × 1,825 – 2 × s)
= Exp(6.7647 + -0.0009 × 1,825 – 2 × 0.0448)
= Exp(5.0832)
= $161.29

Description

  • The secondary trend is decreasing.
  • The decline rate of the secondary trend is 27.27% per annum.
  • WAB price at the close of April 29, 2025 was inside the secondary price channel.