Stock Price Trends

S&P 100 Index

The S&P 100, a sub-set of the S&P 500, is designed to measure the performance of large-cap companies in the United States and comprises 100 major blue chip companies across multiple industry groups. Individual stock options are listed for each index constituent.

Key facts

  • The primary trend is increasing.
  • The growth rate of the primary trend is 27.63% per annum.
  • S&P 100 Index at the close of May 28, 2024 was 2,543.27 and was inside the primary price channel.
  • The secondary trend is increasing.
  • The growth rate of the secondary trend is 44.29% per annum.
  • S&P 100 Index at the close of May 28, 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 S&P 100 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 22, 2022
End date: May 28, 2024

a = 6.6744

b = 0.0007

s = 0.0297

Annual growth rate:

Exp(365 × b) – 1
= Exp(365 × 0.0007) – 1
= 27.63%

Price channel spread:

Exp(4 × s) – 1
= Exp(4 × 0.0297) – 1
= 12.61%

September 22, 2022 calculations

Top border of price channel:

Exp(Y757)
= Exp(a + b × X757 + 2 × s)
= Exp(a + b × 1,098 + 2 × s)
= Exp(6.6744 + 0.0007 × 1,098 + 2 × 0.0297)
= Exp(7.4676)
= 1,750.37

Bottom border of price channel:

Exp(Y757)
= Exp(a + b × X757 – 2 × s)
= Exp(a + b × 1,098 – 2 × s)
= Exp(6.6744 + 0.0007 × 1,098 – 2 × 0.0297)
= Exp(7.3488)
= 1,554.40

May 28, 2024 calculations

Top border of price channel:

Exp(Y1,178)
= Exp(a + b × X1,178 + 2 × s)
= Exp(a + b × 1,712 + 2 × s)
= Exp(6.6744 + 0.0007 × 1,712 + 2 × 0.0297)
= Exp(7.8779)
= 2,638.38

Bottom border of price channel:

Exp(Y1,178)
= Exp(a + b × X1,178 – 2 × s)
= Exp(a + b × 1,712 – 2 × s)
= Exp(6.6744 + 0.0007 × 1,712 – 2 × 0.0297)
= Exp(7.7592)
= 2,343.00

Description

  • The primary trend is increasing.
  • The growth rate of the primary trend is 27.63% per annum.
  • S&P 100 Index at the close of May 28, 2024 was 2,543.27 and was inside the primary price channel.

Secondary Trend

Start date: September 21, 2023
End date: May 28, 2024

a = 6.1330

b = 0.0010

s = 0.0222

Annual growth rate:

Exp(365 × b) – 1
= Exp(365 × 0.0010) – 1
= 44.29%

Price channel spread:

Exp(4 × s) – 1
= Exp(4 × 0.0222) – 1
= 9.27%

September 21, 2023 calculations

Top border of price channel:

Exp(Y1,007)
= Exp(a + b × X1,007 + 2 × s)
= Exp(a + b × 1,462 + 2 × s)
= Exp(6.1330 + 0.0010 × 1,462 + 2 × 0.0222)
= Exp(7.6460)
= 2,092.23

Bottom border of price channel:

Exp(Y1,007)
= Exp(a + b × X1,007 – 2 × s)
= Exp(a + b × 1,462 – 2 × s)
= Exp(6.1330 + 0.0010 × 1,462 – 2 × 0.0222)
= Exp(7.5573)
= 1,914.67

May 28, 2024 calculations

Top border of price channel:

Exp(Y1,178)
= Exp(a + b × X1,178 + 2 × s)
= Exp(a + b × 1,712 + 2 × s)
= Exp(6.1330 + 0.0010 × 1,712 + 2 × 0.0222)
= Exp(7.8971)
= 2,689.53

Bottom border of price channel:

Exp(Y1,178)
= Exp(a + b × X1,178 – 2 × s)
= Exp(a + b × 1,712 – 2 × s)
= Exp(6.1330 + 0.0010 × 1,712 – 2 × 0.0222)
= Exp(7.8084)
= 2,461.29

Description

  • The secondary trend is increasing.
  • The growth rate of the secondary trend is 44.29% per annum.
  • S&P 100 Index at the close of May 28, 2024 was inside the secondary price channel.