Stock Price Trends

PulteGroup Inc (PHM)

PulteGroup, Inc. (previously known as Pulte Homes) is a home construction company based in Atlanta, Georgia, United States.

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 219.14% per annum.
  • PHM price at the close of September 29, 2025 was $133.14 and was lower than the bottom border of the primary price channel by $3.27 (2.40%). This indicates a possible reversal in the primary trend direction.
  • The secondary trend is decreasing.
  • The decline rate of the secondary trend is 73.22% per annum.
  • PHM price at the close of September 29, 2025 was higher than the top border of the secondary price channel by $2.17 (1.66%). This indicates a possible reversal in the secondary trend direction.
  • 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 PHM 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: May 21, 2025
End date: September 18, 2025

a = -0.8332

b = 0.0032

s = 0.0267

Annual growth rate:

Exp(365 × b) – 1
= Exp(365 × 0.0032) – 1
= 219.14%

Price channel spread:

Exp(4 × s) – 1
= Exp(4 × 0.0267) – 1
= 11.26%

May 21, 2025 calculations

Top border of price channel:

Exp(Y1,165)
= Exp(a + b × X1,165 + 2 × s)
= Exp(a + b × 1,694 + 2 × s)
= Exp(-0.8332 + 0.0032 × 1,694 + 2 × 0.0267)
= Exp(4.6058)
= $100.07

Bottom border of price channel:

Exp(Y1,165)
= Exp(a + b × X1,165 – 2 × s)
= Exp(a + b × 1,694 – 2 × s)
= Exp(-0.8332 + 0.0032 × 1,694 – 2 × 0.0267)
= Exp(4.4992)
= $89.94

September 18, 2025 calculations

Top border of price channel:

Exp(Y1,247)
= Exp(a + b × X1,247 + 2 × s)
= Exp(a + b × 1,814 + 2 × s)
= Exp(-0.8332 + 0.0032 × 1,814 + 2 × 0.0267)
= Exp(4.9874)
= $146.55

Bottom border of price channel:

Exp(Y1,247)
= Exp(a + b × X1,247 – 2 × s)
= Exp(a + b × 1,814 – 2 × s)
= Exp(-0.8332 + 0.0032 × 1,814 – 2 × 0.0267)
= Exp(4.8807)
= $131.72

Description

  • The primary trend is increasing.
  • The growth rate of the primary trend is 219.14% per annum.
  • PHM price at the close of September 29, 2025 was $133.14 and was lower than the bottom border of the primary price channel by $3.27 (2.40%). This indicates a possible reversal in the primary trend direction.

Secondary Trend

Start date: September 4, 2025
End date: September 26, 2025

a = 11.4400

b = -0.0036

s = 0.0116

Annual growth rate:

Exp(365 × b) – 1
= Exp(365 × -0.0036) – 1
= -73.22%

Price channel spread:

Exp(4 × s) – 1
= Exp(4 × 0.0116) – 1
= 4.76%

September 4, 2025 calculations

Top border of price channel:

Exp(Y1,237)
= Exp(a + b × X1,237 + 2 × s)
= Exp(a + b × 1,800 + 2 × s)
= Exp(11.4400 + -0.0036 × 1,800 + 2 × 0.0116)
= Exp(4.9652)
= $143.34

Bottom border of price channel:

Exp(Y1,237)
= Exp(a + b × X1,237 – 2 × s)
= Exp(a + b × 1,800 – 2 × s)
= Exp(11.4400 + -0.0036 × 1,800 – 2 × 0.0116)
= Exp(4.9187)
= $136.83

September 26, 2025 calculations

Top border of price channel:

Exp(Y1,253)
= Exp(a + b × X1,253 + 2 × s)
= Exp(a + b × 1,822 + 2 × s)
= Exp(11.4400 + -0.0036 × 1,822 + 2 × 0.0116)
= Exp(4.8858)
= $132.40

Bottom border of price channel:

Exp(Y1,253)
= Exp(a + b × X1,253 – 2 × s)
= Exp(a + b × 1,822 – 2 × s)
= Exp(11.4400 + -0.0036 × 1,822 – 2 × 0.0116)
= Exp(4.8393)
= $126.38

Description

  • The secondary trend is decreasing.
  • The decline rate of the secondary trend is 73.22% per annum.
  • PHM price at the close of September 29, 2025 was higher than the top border of the secondary price channel by $2.17 (1.66%). This indicates a possible reversal in the secondary trend direction.