Stock Price Trends

American Assets Trust Inc (AAT)

American Assets Trust, Inc. is a self-managed, vertically integrated, full-service real estate investment trust, or REIT, based in San Diego, California.

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 23.62% per annum.
  • AAT price at the close of July 25, 2024 was $24.61 and was inside the primary price channel.
  • The secondary trend is increasing.
  • The growth rate of the secondary trend is 163.29% per annum.
  • AAT price at the close of July 25, 2024 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 AAT 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 10, 2023
End date: July 25, 2024

a = 2.0670

b = 0.0006

s = 0.0639

Annual growth rate:

Exp(365 × b) – 1
= Exp(365 × 0.0006) – 1
= 23.62%

Price channel spread:

Exp(4 × s) – 1
= Exp(4 × 0.0639) – 1
= 29.12%

March 10, 2023 calculations

Top border of price channel:

Exp(Y912)
= Exp(a + b × X912 + 2 × s)
= Exp(a + b × 1,323 + 2 × s)
= Exp(2.0670 + 0.0006 × 1,323 + 2 × 0.0639)
= Exp(2.9635)
= $19.37

Bottom border of price channel:

Exp(Y912)
= Exp(a + b × X912 – 2 × s)
= Exp(a + b × 1,323 – 2 × s)
= Exp(2.0670 + 0.0006 × 1,323 – 2 × 0.0639)
= Exp(2.7079)
= $15.00

July 25, 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(2.0670 + 0.0006 × 1,826 + 2 × 0.0639)
= Exp(3.2557)
= $25.94

Bottom border of price channel:

Exp(Y1,257)
= Exp(a + b × X1,257 – 2 × s)
= Exp(a + b × 1,826 – 2 × s)
= Exp(2.0670 + 0.0006 × 1,826 – 2 × 0.0639)
= Exp(3.0001)
= $20.09

Description

  • The primary trend is increasing.
  • The growth rate of the primary trend is 23.62% per annum.
  • AAT price at the close of July 25, 2024 was $24.61 and was inside the primary price channel.

Secondary Trend

Start date: May 23, 2024
End date: July 25, 2024

a = -1.6627

b = 0.0027

s = 0.0262

Annual growth rate:

Exp(365 × b) – 1
= Exp(365 × 0.0027) – 1
= 163.29%

Price channel spread:

Exp(4 × s) – 1
= Exp(4 × 0.0262) – 1
= 11.07%

May 23, 2024 calculations

Top border of price channel:

Exp(Y1,215)
= Exp(a + b × X1,215 + 2 × s)
= Exp(a + b × 1,763 + 2 × s)
= Exp(-1.6627 + 0.0027 × 1,763 + 2 × 0.0262)
= Exp(3.0658)
= $21.45

Bottom border of price channel:

Exp(Y1,215)
= Exp(a + b × X1,215 – 2 × s)
= Exp(a + b × 1,763 – 2 × s)
= Exp(-1.6627 + 0.0027 × 1,763 – 2 × 0.0262)
= Exp(2.9608)
= $19.31

July 25, 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(-1.6627 + 0.0027 × 1,826 + 2 × 0.0262)
= Exp(3.2329)
= $25.35

Bottom border of price channel:

Exp(Y1,257)
= Exp(a + b × X1,257 – 2 × s)
= Exp(a + b × 1,826 – 2 × s)
= Exp(-1.6627 + 0.0027 × 1,826 – 2 × 0.0262)
= Exp(3.1279)
= $22.83

Description

  • The secondary trend is increasing.
  • The growth rate of the secondary trend is 163.29% per annum.
  • AAT price at the close of July 25, 2024 was inside the secondary price channel.