Stock Price Trends

ARMOUR Residential REIT Inc (ARR)

ARMOR Residential REIT, Inc. invests in residential mortgage-backed securities (MBS) in the United States. The company is headquartered in Vero Beach, Florida.

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 36.04% per annum.
  • ARR price at the close of July 25, 2024 was $20.18 and was inside the primary price channel.
  • The secondary trend is increasing.
  • The growth rate of the secondary trend is 85.64% per annum.
  • ARR 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 ARR 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: November 3, 2023
End date: July 25, 2024

a = 1.4600

b = 0.0008

s = 0.0456

Annual growth rate:

Exp(365 × b) – 1
= Exp(365 × 0.0008) – 1
= 36.04%

Price channel spread:

Exp(4 × s) – 1
= Exp(4 × 0.0456) – 1
= 19.99%

November 3, 2023 calculations

Top border of price channel:

Exp(Y1,077)
= Exp(a + b × X1,077 + 2 × s)
= Exp(a + b × 1,561 + 2 × s)
= Exp(1.4600 + 0.0008 × 1,561 + 2 × 0.0456)
= Exp(2.8674)
= $17.59

Bottom border of price channel:

Exp(Y1,077)
= Exp(a + b × X1,077 – 2 × s)
= Exp(a + b × 1,561 – 2 × s)
= Exp(1.4600 + 0.0008 × 1,561 – 2 × 0.0456)
= Exp(2.6851)
= $14.66

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(1.4600 + 0.0008 × 1,826 + 2 × 0.0456)
= Exp(3.0908)
= $22.00

Bottom border of price channel:

Exp(Y1,257)
= Exp(a + b × X1,257 – 2 × s)
= Exp(a + b × 1,826 – 2 × s)
= Exp(1.4600 + 0.0008 × 1,826 – 2 × 0.0456)
= Exp(2.9086)
= $18.33

Description

  • The primary trend is increasing.
  • The growth rate of the primary trend is 36.04% per annum.
  • ARR price at the close of July 25, 2024 was $20.18 and was inside the primary price channel.

Secondary Trend

Start date: April 15, 2024
End date: July 25, 2024

a = -0.0661

b = 0.0017

s = 0.0248

Annual growth rate:

Exp(365 × b) – 1
= Exp(365 × 0.0017) – 1
= 85.64%

Price channel spread:

Exp(4 × s) – 1
= Exp(4 × 0.0248) – 1
= 10.43%

April 15, 2024 calculations

Top border of price channel:

Exp(Y1,187)
= Exp(a + b × X1,187 + 2 × s)
= Exp(a + b × 1,725 + 2 × s)
= Exp(-0.0661 + 0.0017 × 1,725 + 2 × 0.0248)
= Exp(2.9071)
= $18.30

Bottom border of price channel:

Exp(Y1,187)
= Exp(a + b × X1,187 – 2 × s)
= Exp(a + b × 1,725 – 2 × s)
= Exp(-0.0661 + 0.0017 × 1,725 – 2 × 0.0248)
= Exp(2.8080)
= $16.58

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(-0.0661 + 0.0017 × 1,826 + 2 × 0.0248)
= Exp(3.0783)
= $21.72

Bottom border of price channel:

Exp(Y1,257)
= Exp(a + b × X1,257 – 2 × s)
= Exp(a + b × 1,826 – 2 × s)
= Exp(-0.0661 + 0.0017 × 1,826 – 2 × 0.0248)
= Exp(2.9791)
= $19.67

Description

  • The secondary trend is increasing.
  • The growth rate of the secondary trend is 85.64% per annum.
  • ARR price at the close of July 25, 2024 was inside the secondary price channel.