Stock Price Trends

Ryan Specialty Group Holdings Inc (RYAN)

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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 82.21% per annum.
  • RYAN price at the close of September 6, 2024 was $63.63 and was inside the primary price channel.
  • The secondary trend is decreasing.
  • The decline rate of the secondary trend is 18.91% per annum.
  • RYAN price at the close of September 6, 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 RYAN 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: December 6, 2023
End date: September 6, 2024

a = 2.2992

b = 0.0016

s = 0.0512

Annual growth rate:

Exp(365 × b) – 1
= Exp(365 × 0.0016) – 1
= 82.21%

Price channel spread:

Exp(4 × s) – 1
= Exp(4 × 0.0512) – 1
= 22.74%

December 6, 2023 calculations

Top border of price channel:

Exp(Y598)
= Exp(a + b × X598 + 2 × s)
= Exp(a + b × 867 + 2 × s)
= Exp(2.2992 + 0.0016 × 867 + 2 × 0.0512)
= Exp(3.8268)
= $45.91

Bottom border of price channel:

Exp(Y598)
= Exp(a + b × X598 – 2 × s)
= Exp(a + b × 867 – 2 × s)
= Exp(2.2992 + 0.0016 × 867 – 2 × 0.0512)
= Exp(3.6219)
= $37.41

September 6, 2024 calculations

Top border of price channel:

Exp(Y786)
= Exp(a + b × X786 + 2 × s)
= Exp(a + b × 1,142 + 2 × s)
= Exp(2.2992 + 0.0016 × 1,142 + 2 × 0.0512)
= Exp(4.2788)
= $72.16

Bottom border of price channel:

Exp(Y786)
= Exp(a + b × X786 – 2 × s)
= Exp(a + b × 1,142 – 2 × s)
= Exp(2.2992 + 0.0016 × 1,142 – 2 × 0.0512)
= Exp(4.0740)
= $58.79

Description

  • The primary trend is increasing.
  • The growth rate of the primary trend is 82.21% per annum.
  • RYAN price at the close of September 6, 2024 was $63.63 and was inside the primary price channel.

Secondary Trend

Start date: August 7, 2024
End date: September 6, 2024

a = 4.8162

b = -0.0006

s = 0.0046

Annual growth rate:

Exp(365 × b) – 1
= Exp(365 × -0.0006) – 1
= -18.91%

Price channel spread:

Exp(4 × s) – 1
= Exp(4 × 0.0046) – 1
= 1.87%

August 7, 2024 calculations

Top border of price channel:

Exp(Y765)
= Exp(a + b × X765 + 2 × s)
= Exp(a + b × 1,112 + 2 × s)
= Exp(4.8162 + -0.0006 × 1,112 + 2 × 0.0046)
= Exp(4.1867)
= $65.81

Bottom border of price channel:

Exp(Y765)
= Exp(a + b × X765 – 2 × s)
= Exp(a + b × 1,112 – 2 × s)
= Exp(4.8162 + -0.0006 × 1,112 – 2 × 0.0046)
= Exp(4.1682)
= $64.60

September 6, 2024 calculations

Top border of price channel:

Exp(Y786)
= Exp(a + b × X786 + 2 × s)
= Exp(a + b × 1,142 + 2 × s)
= Exp(4.8162 + -0.0006 × 1,142 + 2 × 0.0046)
= Exp(4.1695)
= $64.68

Bottom border of price channel:

Exp(Y786)
= Exp(a + b × X786 – 2 × s)
= Exp(a + b × 1,142 – 2 × s)
= Exp(4.8162 + -0.0006 × 1,142 – 2 × 0.0046)
= Exp(4.1510)
= $63.50

Description

  • The secondary trend is decreasing.
  • The decline rate of the secondary trend is 18.91% per annum.
  • RYAN price at the close of September 6, 2024 was inside the secondary price channel.