Stock Price Trends

CommVault Systems Inc (CVLT)

Commvault Systems, Inc. provides data protection and information management software applications and related services in the United States and internationally. The company is headquartered in Tinton Falls, New Jersey.

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 127.69% per annum.
  • CVLT price at the close of July 26, 2024 was $124.60 and was inside the primary price channel.
  • The secondary trend is increasing.
  • The growth rate of the secondary trend is 93.77% per annum.
  • CVLT price at the close of July 26, 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 CVLT 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: September 26, 2023
End date: July 26, 2024

a = 0.7366

b = 0.0023

s = 0.0413

Annual growth rate:

Exp(365 × b) – 1
= Exp(365 × 0.0023) – 1
= 127.69%

Price channel spread:

Exp(4 × s) – 1
= Exp(4 × 0.0413) – 1
= 17.98%

September 26, 2023 calculations

Top border of price channel:

Exp(Y1,048)
= Exp(a + b × X1,048 + 2 × s)
= Exp(a + b × 1,520 + 2 × s)
= Exp(0.7366 + 0.0023 × 1,520 + 2 × 0.0413)
= Exp(4.2457)
= $69.81

Bottom border of price channel:

Exp(Y1,048)
= Exp(a + b × X1,048 – 2 × s)
= Exp(a + b × 1,520 – 2 × s)
= Exp(0.7366 + 0.0023 × 1,520 – 2 × 0.0413)
= Exp(4.0804)
= $59.17

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(0.7366 + 0.0023 × 1,824 + 2 × 0.0413)
= Exp(4.9310)
= $138.52

Bottom border of price channel:

Exp(Y1,257)
= Exp(a + b × X1,257 – 2 × s)
= Exp(a + b × 1,824 – 2 × s)
= Exp(0.7366 + 0.0023 × 1,824 – 2 × 0.0413)
= Exp(4.7657)
= $117.41

Description

  • The primary trend is increasing.
  • The growth rate of the primary trend is 127.69% per annum.
  • CVLT price at the close of July 26, 2024 was $124.60 and was inside the primary price channel.

Secondary Trend

Start date: January 30, 2024
End date: July 26, 2024

a = 1.5141

b = 0.0018

s = 0.0331

Annual growth rate:

Exp(365 × b) – 1
= Exp(365 × 0.0018) – 1
= 93.77%

Price channel spread:

Exp(4 × s) – 1
= Exp(4 × 0.0331) – 1
= 14.17%

January 30, 2024 calculations

Top border of price channel:

Exp(Y1,134)
= Exp(a + b × X1,134 + 2 × s)
= Exp(a + b × 1,646 + 2 × s)
= Exp(1.5141 + 0.0018 × 1,646 + 2 × 0.0331)
= Exp(4.5635)
= $95.92

Bottom border of price channel:

Exp(Y1,134)
= Exp(a + b × X1,134 – 2 × s)
= Exp(a + b × 1,646 – 2 × s)
= Exp(1.5141 + 0.0018 × 1,646 – 2 × 0.0331)
= Exp(4.4310)
= $84.01

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(1.5141 + 0.0018 × 1,824 + 2 × 0.0331)
= Exp(4.8861)
= $132.43

Bottom border of price channel:

Exp(Y1,257)
= Exp(a + b × X1,257 – 2 × s)
= Exp(a + b × 1,824 – 2 × s)
= Exp(1.5141 + 0.0018 × 1,824 – 2 × 0.0331)
= Exp(4.7535)
= $115.99

Description

  • The secondary trend is increasing.
  • The growth rate of the secondary trend is 93.77% per annum.
  • CVLT price at the close of July 26, 2024 was inside the secondary price channel.