Stock Price Trends

Stride Inc (LRN)

Stride, Inc., a technology-based education company, provides its own and third-party online educational services, software systems and curricula to facilitate individualized learning for students primarily in kindergarten through grade 12 (K -12) in the United States and internationally. .

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 60.20% per annum.
  • LRN price at the close of July 26, 2024 was $73.36 and was inside the primary price channel.
  • The secondary trend is decreasing.
  • The decline rate of the secondary trend is 6.73% per annum.
  • LRN price at the close of July 26, 2024 was higher than the top border of the secondary price channel by $1.09 (1.51%). This indicates a possible reversal in the secondary trend direction.
  • 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 LRN 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: October 26, 2022
End date: July 26, 2024

a = 1.9240

b = 0.0013

s = 0.0881

Annual growth rate:

Exp(365 × b) – 1
= Exp(365 × 0.0013) – 1
= 60.20%

Price channel spread:

Exp(4 × s) – 1
= Exp(4 × 0.0881) – 1
= 42.27%

October 26, 2022 calculations

Top border of price channel:

Exp(Y819)
= Exp(a + b × X819 + 2 × s)
= Exp(a + b × 1,185 + 2 × s)
= Exp(1.9240 + 0.0013 × 1,185 + 2 × 0.0881)
= Exp(3.6301)
= $37.72

Bottom border of price channel:

Exp(Y819)
= Exp(a + b × X819 – 2 × s)
= Exp(a + b × 1,185 – 2 × s)
= Exp(1.9240 + 0.0013 × 1,185 – 2 × 0.0881)
= Exp(3.2776)
= $26.51

July 26, 2024 calculations

Top border of price channel:

Exp(Y1,257)
= Exp(a + b × X1,257 + 2 × s)
= Exp(a + b × 1,824 + 2 × s)
= Exp(1.9240 + 0.0013 × 1,824 + 2 × 0.0881)
= Exp(4.4551)
= $86.07

Bottom border of price channel:

Exp(Y1,257)
= Exp(a + b × X1,257 – 2 × s)
= Exp(a + b × 1,824 – 2 × s)
= Exp(1.9240 + 0.0013 × 1,824 – 2 × 0.0881)
= Exp(4.1026)
= $60.50

Description

  • The primary trend is increasing.
  • The growth rate of the primary trend is 60.20% per annum.
  • LRN price at the close of July 26, 2024 was $73.36 and was inside the primary price channel.

Secondary Trend

Start date: May 3, 2024
End date: July 26, 2024

a = 4.5844

b = -0.0002

s = 0.0221

Annual growth rate:

Exp(365 × b) – 1
= Exp(365 × -0.0002) – 1
= -6.73%

Price channel spread:

Exp(4 × s) – 1
= Exp(4 × 0.0221) – 1
= 9.24%

May 3, 2024 calculations

Top border of price channel:

Exp(Y1,200)
= Exp(a + b × X1,200 + 2 × s)
= Exp(a + b × 1,740 + 2 × s)
= Exp(4.5844 + -0.0002 × 1,740 + 2 × 0.0221)
= Exp(4.2964)
= $73.44

Bottom border of price channel:

Exp(Y1,200)
= Exp(a + b × X1,200 – 2 × s)
= Exp(a + b × 1,740 – 2 × s)
= Exp(4.5844 + -0.0002 × 1,740 – 2 × 0.0221)
= Exp(4.2081)
= $67.23

July 26, 2024 calculations

Top border of price channel:

Exp(Y1,257)
= Exp(a + b × X1,257 + 2 × s)
= Exp(a + b × 1,824 + 2 × s)
= Exp(4.5844 + -0.0002 × 1,824 + 2 × 0.0221)
= Exp(4.2804)
= $72.27

Bottom border of price channel:

Exp(Y1,257)
= Exp(a + b × X1,257 – 2 × s)
= Exp(a + b × 1,824 – 2 × s)
= Exp(4.5844 + -0.0002 × 1,824 – 2 × 0.0221)
= Exp(4.1921)
= $66.16

Description

  • The secondary trend is decreasing.
  • The decline rate of the secondary trend is 6.73% per annum.
  • LRN price at the close of July 26, 2024 was higher than the top border of the secondary price channel by $1.09 (1.51%). This indicates a possible reversal in the secondary trend direction.