Stock Price Trends

Masco Corporation (MAS)

Masco Corporation is a manufacturer of products for the home improvement and new home construction markets.

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 33.86% per annum.
  • MAS price at the close of November 19, 2024 was $76.17 and was inside the primary price channel.
  • The secondary trend is decreasing.
  • The decline rate of the secondary trend is 59.53% per annum.
  • MAS 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 MAS 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 14, 2022
End date: November 19, 2024

a = 2.9457

b = 0.0008

s = 0.0681

Annual growth rate:

Exp(365 × b) – 1
= Exp(365 × 0.0008) – 1
= 33.86%

Price channel spread:

Exp(4 × s) – 1
= Exp(4 × 0.0681) – 1
= 31.31%

September 14, 2022 calculations

Top border of price channel:

Exp(Y708)
= Exp(a + b × X708 + 2 × s)
= Exp(a + b × 1,029 + 2 × s)
= Exp(2.9457 + 0.0008 × 1,029 + 2 × 0.0681)
= Exp(3.9041)
= $49.60

Bottom border of price channel:

Exp(Y708)
= Exp(a + b × X708 – 2 × s)
= Exp(a + b × 1,029 – 2 × s)
= Exp(2.9457 + 0.0008 × 1,029 – 2 × 0.0681)
= Exp(3.6317)
= $37.78

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(2.9457 + 0.0008 × 1,826 + 2 × 0.0681)
= Exp(4.5409)
= $93.77

Bottom border of price channel:

Exp(Y1,257)
= Exp(a + b × X1,257 – 2 × s)
= Exp(a + b × 1,826 – 2 × s)
= Exp(2.9457 + 0.0008 × 1,826 – 2 × 0.0681)
= Exp(4.2685)
= $71.41

Description

  • The primary trend is increasing.
  • The growth rate of the primary trend is 33.86% per annum.
  • MAS price at the close of November 19, 2024 was $76.17 and was inside the primary price channel.

Secondary Trend

Start date: October 14, 2024
End date: November 19, 2024

a = 8.8755

b = -0.0025

s = 0.0124

Annual growth rate:

Exp(365 × b) – 1
= Exp(365 × -0.0025) – 1
= -59.53%

Price channel spread:

Exp(4 × s) – 1
= Exp(4 × 0.0124) – 1
= 5.10%

October 14, 2024 calculations

Top border of price channel:

Exp(Y1,231)
= Exp(a + b × X1,231 + 2 × s)
= Exp(a + b × 1,790 + 2 × s)
= Exp(8.8755 + -0.0025 × 1,790 + 2 × 0.0124)
= Exp(4.4639)
= $86.82

Bottom border of price channel:

Exp(Y1,231)
= Exp(a + b × X1,231 – 2 × s)
= Exp(a + b × 1,790 – 2 × s)
= Exp(8.8755 + -0.0025 × 1,790 – 2 × 0.0124)
= Exp(4.4141)
= $82.61

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(8.8755 + -0.0025 × 1,826 + 2 × 0.0124)
= Exp(4.3747)
= $79.41

Bottom border of price channel:

Exp(Y1,257)
= Exp(a + b × X1,257 – 2 × s)
= Exp(a + b × 1,826 – 2 × s)
= Exp(8.8755 + -0.0025 × 1,826 – 2 × 0.0124)
= Exp(4.3249)
= $75.56

Description

  • The secondary trend is decreasing.
  • The decline rate of the secondary trend is 59.53% per annum.
  • MAS price at the close of November 19, 2024 was inside the secondary price channel.