Stock Price Trends

Elme Communities (ELME)

Elme Communities owns and operates real estate assets in a unique position in the Washington metropolitan area.

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 37.58% per annum.
  • ELME price at the close of November 19, 2024 was $15.82 and was lower than the bottom border of the primary price channel by $0.34 (2.13%). This indicates a possible reversal in the primary trend direction.
  • The secondary trend is decreasing.
  • The decline rate of the secondary trend is 23.64% per annum.
  • ELME price at the close of November 19, 2024 was lower than the bottom border of the secondary price channel by $0.17 (1.04%).
  • 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 ELME 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: September 26, 2023
End date: November 14, 2024

a = 1.2802

b = 0.0009

s = 0.0467

Annual growth rate:

Exp(365 × b) – 1
= Exp(365 × 0.0009) – 1
= 37.58%

Price channel spread:

Exp(4 × s) – 1
= Exp(4 × 0.0467) – 1
= 20.56%

September 26, 2023 calculations

Top border of price channel:

Exp(Y967)
= Exp(a + b × X967 + 2 × s)
= Exp(a + b × 1,406 + 2 × s)
= Exp(1.2802 + 0.0009 × 1,406 + 2 × 0.0467)
= Exp(2.6026)
= $13.50

Bottom border of price channel:

Exp(Y967)
= Exp(a + b × X967 – 2 × s)
= Exp(a + b × 1,406 – 2 × s)
= Exp(1.2802 + 0.0009 × 1,406 – 2 × 0.0467)
= Exp(2.4156)
= $11.20

November 14, 2024 calculations

Top border of price channel:

Exp(Y1,254)
= Exp(a + b × X1,254 + 2 × s)
= Exp(a + b × 1,821 + 2 × s)
= Exp(1.2802 + 0.0009 × 1,821 + 2 × 0.0467)
= Exp(2.9654)
= $19.40

Bottom border of price channel:

Exp(Y1,254)
= Exp(a + b × X1,254 – 2 × s)
= Exp(a + b × 1,821 – 2 × s)
= Exp(1.2802 + 0.0009 × 1,821 – 2 × 0.0467)
= Exp(2.7784)
= $16.09

Description

  • The primary trend is increasing.
  • The growth rate of the primary trend is 37.58% per annum.
  • ELME price at the close of November 19, 2024 was $15.82 and was lower than the bottom border of the primary price channel by $0.34 (2.13%). This indicates a possible reversal in the primary trend direction.

Secondary Trend

Start date: August 27, 2024
End date: November 19, 2024

a = 4.1653

b = -0.0007

s = 0.0222

Annual growth rate:

Exp(365 × b) – 1
= Exp(365 × -0.0007) – 1
= -23.64%

Price channel spread:

Exp(4 × s) – 1
= Exp(4 × 0.0222) – 1
= 9.30%

August 27, 2024 calculations

Top border of price channel:

Exp(Y1,198)
= Exp(a + b × X1,198 + 2 × s)
= Exp(a + b × 1,742 + 2 × s)
= Exp(4.1653 + -0.0007 × 1,742 + 2 × 0.0222)
= Exp(2.9226)
= $18.59

Bottom border of price channel:

Exp(Y1,198)
= Exp(a + b × X1,198 – 2 × s)
= Exp(a + b × 1,742 – 2 × s)
= Exp(4.1653 + -0.0007 × 1,742 – 2 × 0.0222)
= Exp(2.8338)
= $17.01

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(4.1653 + -0.0007 × 1,826 + 2 × 0.0222)
= Exp(2.8606)
= $17.47

Bottom border of price channel:

Exp(Y1,257)
= Exp(a + b × X1,257 – 2 × s)
= Exp(a + b × 1,826 – 2 × s)
= Exp(4.1653 + -0.0007 × 1,826 – 2 × 0.0222)
= Exp(2.7717)
= $15.99

Description

  • The secondary trend is decreasing.
  • The decline rate of the secondary trend is 23.64% per annum.
  • ELME price at the close of November 19, 2024 was lower than the bottom border of the secondary price channel by $0.17 (1.04%).