Stock Price Trends

SJW Corporation (SJW)

SJW Group, provides public water services in the United States. The company is headquartered in San Jose, California.

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 22.61% per annum.
  • SJW price at the close of July 26, 2024 was $60.87 and was higher than the top border of the primary price channel by $3.93 (6.90%). This indicates a possible reversal in the primary trend direction.
  • The secondary trend is increasing.
  • The growth rate of the secondary trend is 306.16% per annum.
  • SJW price at the close of July 26, 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 SJW 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: December 5, 2022
End date: July 10, 2024

a = 5.2364

b = -0.0007

s = 0.0433

Annual growth rate:

Exp(365 × b) – 1
= Exp(365 × -0.0007) – 1
= -22.61%

Price channel spread:

Exp(4 × s) – 1
= Exp(4 × 0.0433) – 1
= 18.93%

December 5, 2022 calculations

Top border of price channel:

Exp(Y846)
= Exp(a + b × X846 + 2 × s)
= Exp(a + b × 1,225 + 2 × s)
= Exp(5.2364 + -0.0007 × 1,225 + 2 × 0.0433)
= Exp(4.4627)
= $86.72

Bottom border of price channel:

Exp(Y846)
= Exp(a + b × X846 – 2 × s)
= Exp(a + b × 1,225 – 2 × s)
= Exp(5.2364 + -0.0007 × 1,225 – 2 × 0.0433)
= Exp(4.2893)
= $72.91

July 10, 2024 calculations

Top border of price channel:

Exp(Y1,245)
= Exp(a + b × X1,245 + 2 × s)
= Exp(a + b × 1,808 + 2 × s)
= Exp(5.2364 + -0.0007 × 1,808 + 2 × 0.0433)
= Exp(4.0532)
= $57.58

Bottom border of price channel:

Exp(Y1,245)
= Exp(a + b × X1,245 – 2 × s)
= Exp(a + b × 1,808 – 2 × s)
= Exp(5.2364 + -0.0007 × 1,808 – 2 × 0.0433)
= Exp(3.8798)
= $48.42

Description

  • The primary trend is decreasing.
  • The decline rate of the primary trend is 22.61% per annum.
  • SJW price at the close of July 26, 2024 was $60.87 and was higher than the top border of the primary price channel by $3.93 (6.90%). This indicates a possible reversal in the primary trend direction.

Secondary Trend

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

a = -2.9069

b = 0.0038

s = 0.0198

Annual growth rate:

Exp(365 × b) – 1
= Exp(365 × 0.0038) – 1
= 306.16%

Price channel spread:

Exp(4 × s) – 1
= Exp(4 × 0.0198) – 1
= 8.26%

June 12, 2024 calculations

Top border of price channel:

Exp(Y1,227)
= Exp(a + b × X1,227 + 2 × s)
= Exp(a + b × 1,780 + 2 × s)
= Exp(-2.9069 + 0.0038 × 1,780 + 2 × 0.0198)
= Exp(3.9678)
= $52.87

Bottom border of price channel:

Exp(Y1,227)
= Exp(a + b × X1,227 – 2 × s)
= Exp(a + b × 1,780 – 2 × s)
= Exp(-2.9069 + 0.0038 × 1,780 – 2 × 0.0198)
= Exp(3.8885)
= $48.84

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(-2.9069 + 0.0038 × 1,824 + 2 × 0.0198)
= Exp(4.1368)
= $62.60

Bottom border of price channel:

Exp(Y1,257)
= Exp(a + b × X1,257 – 2 × s)
= Exp(a + b × 1,824 – 2 × s)
= Exp(-2.9069 + 0.0038 × 1,824 – 2 × 0.0198)
= Exp(4.0574)
= $57.83

Description

  • The secondary trend is increasing.
  • The growth rate of the secondary trend is 306.16% per annum.
  • SJW price at the close of July 26, 2024 was inside the secondary price channel.