Stock Price Trends

The TJX Companies Inc (TJX)

The TJX Companies, Inc. (abbreviated TJX) is an American multinational off-price department store corporation, headquartered in Framingham, Massachusetts.

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 31.45% per annum.
  • TJX price at the close of July 26, 2024 was $111.83 and was inside the primary price channel.
  • The secondary trend is increasing.
  • The growth rate of the secondary trend is 125.22% per annum.
  • TJX price at the close of July 26, 2024 was lower than the bottom border of the secondary price channel by $0.71 (0.63%). This indicates a possible reversal in the secondary trend direction.

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 TJX 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 4, 2022
End date: July 26, 2024

a = 3.3268

b = 0.0007

s = 0.0510

Annual growth rate:

Exp(365 × b) – 1
= Exp(365 × 0.0007) – 1
= 31.45%

Price channel spread:

Exp(4 × s) – 1
= Exp(4 × 0.0510) – 1
= 22.62%

March 4, 2022 calculations

Top border of price channel:

Exp(Y656)
= Exp(a + b × X656 + 2 × s)
= Exp(a + b × 949 + 2 × s)
= Exp(3.3268 + 0.0007 × 949 + 2 × 0.0510)
= Exp(4.1398)
= $62.79

Bottom border of price channel:

Exp(Y656)
= Exp(a + b × X656 – 2 × s)
= Exp(a + b × 949 – 2 × s)
= Exp(3.3268 + 0.0007 × 949 – 2 × 0.0510)
= Exp(3.9359)
= $51.21

July 26, 2024 calculations

Top border of price channel:

Exp(Y1,257)
= Exp(a + b × X1,257 + 2 × s)
= Exp(a + b × 1,824 + 2 × s)
= Exp(3.3268 + 0.0007 × 1,824 + 2 × 0.0510)
= Exp(4.7954)
= $120.95

Bottom border of price channel:

Exp(Y1,257)
= Exp(a + b × X1,257 – 2 × s)
= Exp(a + b × 1,824 – 2 × s)
= Exp(3.3268 + 0.0007 × 1,824 – 2 × 0.0510)
= Exp(4.5914)
= $98.64

Description

  • The primary trend is increasing.
  • The growth rate of the primary trend is 31.45% per annum.
  • TJX price at the close of July 26, 2024 was $111.83 and was inside the primary price channel.

Secondary Trend

Start date: April 12, 2024
End date: July 26, 2024

a = 0.7017

b = 0.0022

s = 0.0178

Annual growth rate:

Exp(365 × b) – 1
= Exp(365 × 0.0022) – 1
= 125.22%

Price channel spread:

Exp(4 × s) – 1
= Exp(4 × 0.0178) – 1
= 7.40%

April 12, 2024 calculations

Top border of price channel:

Exp(Y1,185)
= Exp(a + b × X1,185 + 2 × s)
= Exp(a + b × 1,719 + 2 × s)
= Exp(0.7017 + 0.0022 × 1,719 + 2 × 0.0178)
= Exp(4.5611)
= $95.69

Bottom border of price channel:

Exp(Y1,185)
= Exp(a + b × X1,185 – 2 × s)
= Exp(a + b × 1,719 – 2 × s)
= Exp(0.7017 + 0.0022 × 1,719 – 2 × 0.0178)
= Exp(4.4898)
= $89.10

July 26, 2024 calculations

Top border of price channel:

Exp(Y1,257)
= Exp(a + b × X1,257 + 2 × s)
= Exp(a + b × 1,824 + 2 × s)
= Exp(0.7017 + 0.0022 × 1,824 + 2 × 0.0178)
= Exp(4.7947)
= $120.87

Bottom border of price channel:

Exp(Y1,257)
= Exp(a + b × X1,257 – 2 × s)
= Exp(a + b × 1,824 – 2 × s)
= Exp(0.7017 + 0.0022 × 1,824 – 2 × 0.0178)
= Exp(4.7233)
= $112.54

Description

  • The secondary trend is increasing.
  • The growth rate of the secondary trend is 125.22% per annum.
  • TJX price at the close of July 26, 2024 was lower than the bottom border of the secondary price channel by $0.71 (0.63%). This indicates a possible reversal in the secondary trend direction.