Stock Price Trends

Retail Opportunity Investments (ROIC)

Retail Opportunity Investments Corp.

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 11.05% per annum.
  • ROIC price at the close of July 25, 2024 was $12.62 and was inside the primary price channel.
  • The secondary trend is increasing.
  • The growth rate of the secondary trend is 0.39% per annum.
  • ROIC price at the close of July 25, 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 ROIC 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: May 21, 2021
End date: July 10, 2024

a = 3.0465

b = -0.0003

s = 0.0711

Annual growth rate:

Exp(365 × b) – 1
= Exp(365 × -0.0003) – 1
= -11.05%

Price channel spread:

Exp(4 × s) – 1
= Exp(4 × 0.0711) – 1
= 32.89%

May 21, 2021 calculations

Top border of price channel:

Exp(Y459)
= Exp(a + b × X459 + 2 × s)
= Exp(a + b × 665 + 2 × s)
= Exp(3.0465 + -0.0003 × 665 + 2 × 0.0711)
= Exp(2.9753)
= $19.60

Bottom border of price channel:

Exp(Y459)
= Exp(a + b × X459 – 2 × s)
= Exp(a + b × 665 – 2 × s)
= Exp(3.0465 + -0.0003 × 665 – 2 × 0.0711)
= Exp(2.6909)
= $14.75

July 10, 2024 calculations

Top border of price channel:

Exp(Y1,246)
= Exp(a + b × X1,246 + 2 × s)
= Exp(a + b × 1,811 + 2 × s)
= Exp(3.0465 + -0.0003 × 1,811 + 2 × 0.0711)
= Exp(2.6075)
= $13.57

Bottom border of price channel:

Exp(Y1,246)
= Exp(a + b × X1,246 – 2 × s)
= Exp(a + b × 1,811 – 2 × s)
= Exp(3.0465 + -0.0003 × 1,811 – 2 × 0.0711)
= Exp(2.3232)
= $10.21

Description

  • The primary trend is decreasing.
  • The decline rate of the primary trend is 11.05% per annum.
  • ROIC price at the close of July 25, 2024 was $12.62 and was inside the primary price channel.

Secondary Trend

Start date: March 7, 2023
End date: July 25, 2024

a = 2.5148

b = 0.0000

s = 0.0564

Annual growth rate:

Exp(365 × b) – 1
= Exp(365 × 0.0000) – 1
= 0.39%

Price channel spread:

Exp(4 × s) – 1
= Exp(4 × 0.0564) – 1
= 25.33%

March 7, 2023 calculations

Top border of price channel:

Exp(Y909)
= Exp(a + b × X909 + 2 × s)
= Exp(a + b × 1,320 + 2 × s)
= Exp(2.5148 + 0.0000 × 1,320 + 2 × 0.0564)
= Exp(2.6419)
= $14.04

Bottom border of price channel:

Exp(Y909)
= Exp(a + b × X909 – 2 × s)
= Exp(a + b × 1,320 – 2 × s)
= Exp(2.5148 + 0.0000 × 1,320 – 2 × 0.0564)
= Exp(2.4161)
= $11.20

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(2.5148 + 0.0000 × 1,826 + 2 × 0.0564)
= Exp(2.6473)
= $14.12

Bottom border of price channel:

Exp(Y1,257)
= Exp(a + b × X1,257 – 2 × s)
= Exp(a + b × 1,826 – 2 × s)
= Exp(2.5148 + 0.0000 × 1,826 – 2 × 0.0564)
= Exp(2.4215)
= $11.26

Description

  • The secondary trend is increasing.
  • The growth rate of the secondary trend is 0.39% per annum.
  • ROIC price at the close of July 25, 2024 was inside the secondary price channel.