Stock Price Trends

Russell 3000 Index

The Russell 3000 Index measures the performance of the largest 3,000 US companies representing approximately 96% of the investable US equity market, as of the most recent reconstitution. The Russell 3000 Index is constructed to provide a comprehensive, unbiased and stable barometer of the broad market and is completely reconstituted annually to ensure new and growing equities are included.

Key facts

  • The primary trend is increasing.
  • The growth rate of the primary trend is 21.06% per annum.
  • Russell 3000 Index at the close of May 17, 2024 was 3,031.99 and was inside the primary price channel.
  • The secondary trend is increasing.
  • The growth rate of the secondary trend is 42.79% per annum.
  • Russell 3000 Index at the close of May 17, 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 Russell 3000 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: September 21, 2022
End date: May 17, 2024

a = 7.0302

b = 0.0005

s = 0.0323

Annual growth rate:

Exp(365 × b) – 1
= Exp(365 × 0.0005) – 1
= 21.06%

Price channel spread:

Exp(4 × s) – 1
= Exp(4 × 0.0323) – 1
= 13.79%

September 21, 2022 calculations

Top border of price channel:

Exp(Y830)
= Exp(a + b × X830 + 2 × s)
= Exp(a + b × 1,220 + 2 × s)
= Exp(7.0302 + 0.0005 × 1,220 + 2 × 0.0323)
= Exp(7.7334)
= 2,283.42

Bottom border of price channel:

Exp(Y830)
= Exp(a + b × X830 – 2 × s)
= Exp(a + b × 1,220 – 2 × s)
= Exp(7.0302 + 0.0005 × 1,220 – 2 × 0.0323)
= Exp(7.6042)
= 2,006.67

May 17, 2024 calculations

Top border of price channel:

Exp(Y1,246)
= Exp(a + b × X1,246 + 2 × s)
= Exp(a + b × 1,824 + 2 × s)
= Exp(7.0302 + 0.0005 × 1,824 + 2 × 0.0323)
= Exp(8.0496)
= 3,132.62

Bottom border of price channel:

Exp(Y1,246)
= Exp(a + b × X1,246 – 2 × s)
= Exp(a + b × 1,824 – 2 × s)
= Exp(7.0302 + 0.0005 × 1,824 – 2 × 0.0323)
= Exp(7.9204)
= 2,752.95

Description

  • The primary trend is increasing.
  • The growth rate of the primary trend is 21.06% per annum.
  • Russell 3000 Index at the close of May 17, 2024 was 3,031.99 and was inside the primary price channel.

Secondary Trend

Start date: September 21, 2023
End date: May 17, 2024

a = 6.2514

b = 0.0010

s = 0.0243

Annual growth rate:

Exp(365 × b) – 1
= Exp(365 × 0.0010) – 1
= 42.79%

Price channel spread:

Exp(4 × s) – 1
= Exp(4 × 0.0243) – 1
= 10.21%

September 21, 2023 calculations

Top border of price channel:

Exp(Y1,081)
= Exp(a + b × X1,081 + 2 × s)
= Exp(a + b × 1,585 + 2 × s)
= Exp(6.2514 + 0.0010 × 1,585 + 2 × 0.0243)
= Exp(7.8469)
= 2,557.86

Bottom border of price channel:

Exp(Y1,081)
= Exp(a + b × X1,081 – 2 × s)
= Exp(a + b × 1,585 – 2 × s)
= Exp(6.2514 + 0.0010 × 1,585 – 2 × 0.0243)
= Exp(7.7497)
= 2,320.98

May 17, 2024 calculations

Top border of price channel:

Exp(Y1,246)
= Exp(a + b × X1,246 + 2 × s)
= Exp(a + b × 1,824 + 2 × s)
= Exp(6.2514 + 0.0010 × 1,824 + 2 × 0.0243)
= Exp(8.0802)
= 3,229.85

Bottom border of price channel:

Exp(Y1,246)
= Exp(a + b × X1,246 – 2 × s)
= Exp(a + b × 1,824 – 2 × s)
= Exp(6.2514 + 0.0010 × 1,824 – 2 × 0.0243)
= Exp(7.9830)
= 2,930.74

Description

  • The secondary trend is increasing.
  • The growth rate of the secondary trend is 42.79% per annum.
  • Russell 3000 Index at the close of May 17, 2024 was inside the secondary price channel.