Stock Price Trends

Western Union Co (WU)

The Western Union Company is an American worldwide financial services and communications company, headquartered in Denver, Colorado.

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 19.43% per annum.
  • WU price at the close of November 19, 2024 was $10.75 and was lower than the bottom border of the primary price channel by $1.65 (13.31%). This indicates a possible reversal in the primary trend direction.
  • The secondary trend is decreasing.
  • The decline rate of the secondary trend is 21.43% per annum.
  • WU price at the close of November 19, 2024 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 WU 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 28, 2023
End date: July 30, 2024

a = 1.7282

b = 0.0005

s = 0.0493

Annual growth rate:

Exp(365 × b) – 1
= Exp(365 × 0.0005) – 1
= 19.43%

Price channel spread:

Exp(4 × s) – 1
= Exp(4 × 0.0493) – 1
= 21.81%

February 28, 2023 calculations

Top border of price channel:

Exp(Y822)
= Exp(a + b × X822 + 2 × s)
= Exp(a + b × 1,196 + 2 × s)
= Exp(1.7282 + 0.0005 × 1,196 + 2 × 0.0493)
= Exp(2.4086)
= $11.12

Bottom border of price channel:

Exp(Y822)
= Exp(a + b × X822 – 2 × s)
= Exp(a + b × 1,196 – 2 × s)
= Exp(1.7282 + 0.0005 × 1,196 – 2 × 0.0493)
= Exp(2.2113)
= $9.13

July 30, 2024 calculations

Top border of price channel:

Exp(Y1,178)
= Exp(a + b × X1,178 + 2 × s)
= Exp(a + b × 1,714 + 2 × s)
= Exp(1.7282 + 0.0005 × 1,714 + 2 × 0.0493)
= Exp(2.6605)
= $14.30

Bottom border of price channel:

Exp(Y1,178)
= Exp(a + b × X1,178 – 2 × s)
= Exp(a + b × 1,714 – 2 × s)
= Exp(1.7282 + 0.0005 × 1,714 – 2 × 0.0493)
= Exp(2.4632)
= $11.74

Description

  • The primary trend is increasing.
  • The growth rate of the primary trend is 19.43% per annum.
  • WU price at the close of November 19, 2024 was $10.75 and was lower than the bottom border of the primary price channel by $1.65 (13.31%). This indicates a possible reversal in the primary trend direction.

Secondary Trend

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

a = 3.6122

b = -0.0007

s = 0.0274

Annual growth rate:

Exp(365 × b) – 1
= Exp(365 × -0.0007) – 1
= -21.43%

Price channel spread:

Exp(4 × s) – 1
= Exp(4 × 0.0274) – 1
= 11.59%

February 29, 2024 calculations

Top border of price channel:

Exp(Y1,074)
= Exp(a + b × X1,074 + 2 × s)
= Exp(a + b × 1,562 + 2 × s)
= Exp(3.6122 + -0.0007 × 1,562 + 2 × 0.0274)
= Exp(2.6350)
= $13.94

Bottom border of price channel:

Exp(Y1,074)
= Exp(a + b × X1,074 – 2 × s)
= Exp(a + b × 1,562 – 2 × s)
= Exp(3.6122 + -0.0007 × 1,562 – 2 × 0.0274)
= Exp(2.5254)
= $12.50

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(3.6122 + -0.0007 × 1,826 + 2 × 0.0274)
= Exp(2.4606)
= $11.71

Bottom border of price channel:

Exp(Y1,257)
= Exp(a + b × X1,257 – 2 × s)
= Exp(a + b × 1,826 – 2 × s)
= Exp(3.6122 + -0.0007 × 1,826 – 2 × 0.0274)
= Exp(2.3509)
= $10.50

Description

  • The secondary trend is decreasing.
  • The decline rate of the secondary trend is 21.43% per annum.
  • WU price at the close of November 19, 2024 was inside the secondary price channel.