Whirlpool Corporation (WHR)
The Whirlpool Corporation is an American multinational manufacturer and marketer of home appliances, headquartered in Benton Charter Township, Michigan, United States.
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 20.46% per annum.
- WHR price at the close of April 28, 2025 was $77.06 and was inside the primary price channel.
- The secondary trend is decreasing.
- The decline rate of the secondary trend is 11.92% per annum.
- WHR price at the close of April 28, 2025 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 WHR 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 15, 2021
End date: September 13, 2024
a = 5.4909
b = -0.0006
s = 0.0751
Annual growth rate:
Exp(365 × b) – 1
= Exp(365 × -0.0006) – 1
= -20.46%
Price channel spread:
Exp(4 × s) – 1
= Exp(4 × 0.0751) – 1
= 35.05%
March 15, 2021 calculations
Top border of price channel:
Exp(Y220)
= Exp(a + b × X220 + 2 × s)
= Exp(a + b × 320 + 2 × s)
= Exp(5.4909 + -0.0006 × 320 + 2 × 0.0751)
= Exp(5.4405)
= $230.55
Bottom border of price channel:
Exp(Y220)
= Exp(a + b × X220 – 2 × s)
= Exp(a + b × 320 – 2 × s)
= Exp(5.4909 + -0.0006 × 320 – 2 × 0.0751)
= Exp(5.1400)
= $170.72
September 13, 2024 calculations
Top border of price channel:
Exp(Y1,101)
= Exp(a + b × X1,101 + 2 × s)
= Exp(a + b × 1,598 + 2 × s)
= Exp(5.4909 + -0.0006 × 1,598 + 2 × 0.0751)
= Exp(4.6392)
= $103.46
Bottom border of price channel:
Exp(Y1,101)
= Exp(a + b × X1,101 – 2 × s)
= Exp(a + b × 1,598 – 2 × s)
= Exp(5.4909 + -0.0006 × 1,598 – 2 × 0.0751)
= Exp(4.3387)
= $76.61
Description
- The primary trend is decreasing.
- The decline rate of the primary trend is 20.46% per annum.
- WHR price at the close of April 28, 2025 was $77.06 and was inside the primary price channel.
Secondary Trend
Start date: June 8, 2022
End date: April 2, 2025
a = 5.1673
b = -0.0003
s = 0.0945
Annual growth rate:
Exp(365 × b) – 1
= Exp(365 × -0.0003) – 1
= -11.92%
Price channel spread:
Exp(4 × s) – 1
= Exp(4 × 0.0945) – 1
= 45.94%
June 8, 2022 calculations
Top border of price channel:
Exp(Y532)
= Exp(a + b × X532 + 2 × s)
= Exp(a + b × 770 + 2 × s)
= Exp(5.1673 + -0.0003 × 770 + 2 × 0.0945)
= Exp(5.0886)
= $162.16
Bottom border of price channel:
Exp(Y532)
= Exp(a + b × X532 – 2 × s)
= Exp(a + b × 770 – 2 × s)
= Exp(5.1673 + -0.0003 × 770 – 2 × 0.0945)
= Exp(4.7106)
= $111.11
April 2, 2025 calculations
Top border of price channel:
Exp(Y1,238)
= Exp(a + b × X1,238 + 2 × s)
= Exp(a + b × 1,799 + 2 × s)
= Exp(5.1673 + -0.0003 × 1,799 + 2 × 0.0945)
= Exp(4.7308)
= $113.38
Bottom border of price channel:
Exp(Y1,238)
= Exp(a + b × X1,238 – 2 × s)
= Exp(a + b × 1,799 – 2 × s)
= Exp(5.1673 + -0.0003 × 1,799 – 2 × 0.0945)
= Exp(4.3528)
= $77.69
Description
- The secondary trend is decreasing.
- The decline rate of the secondary trend is 11.92% per annum.
- WHR price at the close of April 28, 2025 was inside the secondary price channel.