Stock Price Trends

Arbor Realty Trust (ABR)

Arbor Realty Trust, Inc. invests in a diversified portfolio of structured financial assets in the commercial, single-family, and multi-family real estate markets in the United States. The company is headquartered in Uniondale, New York.

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 9.27% per annum.
  • ABR price at the close of November 19, 2024 was $14.75 and was higher than the top border of the primary price channel by $3.96 (36.73%). This indicates a possible reversal in the primary trend direction.
  • The secondary trend is increasing.
  • The growth rate of the secondary trend is 13.41% per annum.
  • ABR 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 ABR 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: February 19, 2021
End date: June 5, 2023

a = 2.6739

b = -0.0003

s = 0.0957

Annual growth rate:

Exp(365 × b) – 1
= Exp(365 × -0.0003) – 1
= -9.27%

Price channel spread:

Exp(4 × s) – 1
= Exp(4 × 0.0957) – 1
= 46.62%

February 19, 2021 calculations

Top border of price channel:

Exp(Y313)
= Exp(a + b × X313 + 2 × s)
= Exp(a + b × 457 + 2 × s)
= Exp(2.6739 + -0.0003 × 457 + 2 × 0.0957)
= Exp(2.7434)
= $15.54

Bottom border of price channel:

Exp(Y313)
= Exp(a + b × X313 – 2 × s)
= Exp(a + b × 457 – 2 × s)
= Exp(2.6739 + -0.0003 × 457 – 2 × 0.0957)
= Exp(2.3607)
= $10.60

June 5, 2023 calculations

Top border of price channel:

Exp(Y889)
= Exp(a + b × X889 + 2 × s)
= Exp(a + b × 1,293 + 2 × s)
= Exp(2.6739 + -0.0003 × 1,293 + 2 × 0.0957)
= Exp(2.5205)
= $12.44

Bottom border of price channel:

Exp(Y889)
= Exp(a + b × X889 – 2 × s)
= Exp(a + b × 1,293 – 2 × s)
= Exp(2.6739 + -0.0003 × 1,293 – 2 × 0.0957)
= Exp(2.1379)
= $8.48

Description

  • The primary trend is decreasing.
  • The decline rate of the primary trend is 9.27% per annum.
  • ABR price at the close of November 19, 2024 was $14.75 and was higher than the top border of the primary price channel by $3.96 (36.73%). This indicates a possible reversal in the primary trend direction.

Secondary Trend

Start date: June 10, 2022
End date: November 19, 2024

a = 1.9877

b = 0.0003

s = 0.1006

Annual growth rate:

Exp(365 × b) – 1
= Exp(365 × 0.0003) – 1
= 13.41%

Price channel spread:

Exp(4 × s) – 1
= Exp(4 × 0.1006) – 1
= 49.56%

June 10, 2022 calculations

Top border of price channel:

Exp(Y643)
= Exp(a + b × X643 + 2 × s)
= Exp(a + b × 933 + 2 × s)
= Exp(1.9877 + 0.0003 × 933 + 2 × 0.1006)
= Exp(2.5107)
= $12.31

Bottom border of price channel:

Exp(Y643)
= Exp(a + b × X643 – 2 × s)
= Exp(a + b × 933 – 2 × s)
= Exp(1.9877 + 0.0003 × 933 – 2 × 0.1006)
= Exp(2.1082)
= $8.23

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(1.9877 + 0.0003 × 1,826 + 2 × 0.1006)
= Exp(2.8186)
= $16.75

Bottom border of price channel:

Exp(Y1,257)
= Exp(a + b × X1,257 – 2 × s)
= Exp(a + b × 1,826 – 2 × s)
= Exp(1.9877 + 0.0003 × 1,826 – 2 × 0.1006)
= Exp(2.4161)
= $11.20

Description

  • The secondary trend is increasing.
  • The growth rate of the secondary trend is 13.41% per annum.
  • ABR price at the close of November 19, 2024 was inside the secondary price channel.