Stock Price Trends

Russell 2000 Index

The Russell 2000 Index measures the performance of the small-cap segment of the US equity universe. The Russell 2000 Index is a subset of the Russell 3000 Index representing approximately 7% of the total market capitalization of that index, as of the most recent reconsitution. It includes approximately 2,000 of the smallest securities based on a combination of their market cap and current index membership. The Russell 2000 is constructed to provide a comprehensive and unbiased small-cap barometer and is completely reconstituted annually to ensure larger stocks do not distort the performance and characteristics of the true small-cap opportunity set.

Key facts

  • The primary trend is decreasing.
  • The decline rate of the primary trend is 9.72% per annum.
  • Russell 2000 Index at the close of May 17, 2024 was 2,095.72 and was higher than the top border of the primary price channel by 258.34 points (14.06%). This indicates a possible reversal in the primary trend direction.
  • The secondary trend is increasing.
  • The growth rate of the secondary trend is 5.47% per annum.
  • Russell 2000 Index at the close of May 17, 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 Russell 2000 Index
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: January 6, 2021
End date: November 30, 2023

a = 7.9059

b = -0.0003

s = 0.0607

Annual growth rate:

Exp(365 × b) – 1
= Exp(365 × -0.0003) – 1
= -9.72%

Price channel spread:

Exp(4 × s) – 1
= Exp(4 × 0.0607) – 1
= 27.47%

January 6, 2021 calculations

Top border of price channel:

Exp(Y412)
= Exp(a + b × X412 + 2 × s)
= Exp(a + b × 597 + 2 × s)
= Exp(7.9059 + -0.0003 × 597 + 2 × 0.0607)
= Exp(7.8599)
= 2,591.34

Bottom border of price channel:

Exp(Y412)
= Exp(a + b × X412 – 2 × s)
= Exp(a + b × 597 – 2 × s)
= Exp(7.9059 + -0.0003 × 597 – 2 × 0.0607)
= Exp(7.6172)
= 2,032.87

November 30, 2023 calculations

Top border of price channel:

Exp(Y1,142)
= Exp(a + b × X1,142 + 2 × s)
= Exp(a + b × 1,655 + 2 × s)
= Exp(7.9059 + -0.0003 × 1,655 + 2 × 0.0607)
= Exp(7.5635)
= 1,926.49

Bottom border of price channel:

Exp(Y1,142)
= Exp(a + b × X1,142 – 2 × s)
= Exp(a + b × 1,655 – 2 × s)
= Exp(7.9059 + -0.0003 × 1,655 – 2 × 0.0607)
= Exp(7.3207)
= 1,511.30

Description

  • The primary trend is decreasing.
  • The decline rate of the primary trend is 9.72% per annum.
  • Russell 2000 Index at the close of May 17, 2024 was 2,095.72 and was higher than the top border of the primary price channel by 258.34 points (14.06%). This indicates a possible reversal in the primary trend direction.

Secondary Trend

Start date: May 5, 2022
End date: May 17, 2024

a = 7.3156

b = 0.0001

s = 0.0508

Annual growth rate:

Exp(365 × b) – 1
= Exp(365 × 0.0001) – 1
= 5.47%

Price channel spread:

Exp(4 × s) – 1
= Exp(4 × 0.0508) – 1
= 22.53%

May 5, 2022 calculations

Top border of price channel:

Exp(Y747)
= Exp(a + b × X747 + 2 × s)
= Exp(a + b × 1,081 + 2 × s)
= Exp(7.3156 + 0.0001 × 1,081 + 2 × 0.0508)
= Exp(7.5750)
= 1,948.85

Bottom border of price channel:

Exp(Y747)
= Exp(a + b × X747 – 2 × s)
= Exp(a + b × 1,081 – 2 × s)
= Exp(7.3156 + 0.0001 × 1,081 – 2 × 0.0508)
= Exp(7.3718)
= 1,590.55

May 17, 2024 calculations

Top border of price channel:

Exp(Y1,258)
= Exp(a + b × X1,258 + 2 × s)
= Exp(a + b × 1,824 + 2 × s)
= Exp(7.3156 + 0.0001 × 1,824 + 2 × 0.0508)
= Exp(7.6834)
= 2,172.05

Bottom border of price channel:

Exp(Y1,258)
= Exp(a + b × X1,258 – 2 × s)
= Exp(a + b × 1,824 – 2 × s)
= Exp(7.3156 + 0.0001 × 1,824 – 2 × 0.0508)
= Exp(7.4803)
= 1,772.72

Description

  • The secondary trend is increasing.
  • The growth rate of the secondary trend is 5.47% per annum.
  • Russell 2000 Index at the close of May 17, 2024 was inside the secondary price channel.