Stock Price Trends

Innoviva Inc (INVA)

Innoviva, Inc. is dedicated to the development and commercialization of pharmaceutical products. The company is headquartered in Burlingame, California.

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 31.03% per annum.
  • INVA price at the close of July 25, 2024 was $18.19 and was inside the primary price channel.
  • The secondary trend is increasing.
  • The growth rate of the secondary trend is 69.97% per annum.
  • INVA price at the close of July 25, 2024 was higher than the top border of the secondary price channel by $0.30 (1.67%).

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 INVA 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: February 21, 2023
End date: July 25, 2024

a = 1.4764

b = 0.0007

s = 0.0541

Annual growth rate:

Exp(365 × b) – 1
= Exp(365 × 0.0007) – 1
= 31.03%

Price channel spread:

Exp(4 × s) – 1
= Exp(4 × 0.0541) – 1
= 24.15%

February 21, 2023 calculations

Top border of price channel:

Exp(Y899)
= Exp(a + b × X899 + 2 × s)
= Exp(a + b × 1,306 + 2 × s)
= Exp(1.4764 + 0.0007 × 1,306 + 2 × 0.0541)
= Exp(2.5516)
= $12.83

Bottom border of price channel:

Exp(Y899)
= Exp(a + b × X899 – 2 × s)
= Exp(a + b × 1,306 – 2 × s)
= Exp(1.4764 + 0.0007 × 1,306 – 2 × 0.0541)
= Exp(2.3353)
= $10.33

July 25, 2024 calculations

Top border of price channel:

Exp(Y1,257)
= Exp(a + b × X1,257 + 2 × s)
= Exp(a + b × 1,826 + 2 × s)
= Exp(1.4764 + 0.0007 × 1,826 + 2 × 0.0541)
= Exp(2.9366)
= $18.85

Bottom border of price channel:

Exp(Y1,257)
= Exp(a + b × X1,257 – 2 × s)
= Exp(a + b × 1,826 – 2 × s)
= Exp(1.4764 + 0.0007 × 1,826 – 2 × 0.0541)
= Exp(2.7203)
= $15.18

Description

  • The primary trend is increasing.
  • The growth rate of the primary trend is 31.03% per annum.
  • INVA price at the close of July 25, 2024 was $18.19 and was inside the primary price channel.

Secondary Trend

Start date: April 2, 2024
End date: July 25, 2024

a = 0.1919

b = 0.0015

s = 0.0193

Annual growth rate:

Exp(365 × b) – 1
= Exp(365 × 0.0015) – 1
= 69.97%

Price channel spread:

Exp(4 × s) – 1
= Exp(4 × 0.0193) – 1
= 8.01%

April 2, 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(0.1919 + 0.0015 × 1,712 + 2 × 0.0193)
= Exp(2.7186)
= $15.16

Bottom border of price channel:

Exp(Y1,178)
= Exp(a + b × X1,178 – 2 × s)
= Exp(a + b × 1,712 – 2 × s)
= Exp(0.1919 + 0.0015 × 1,712 – 2 × 0.0193)
= Exp(2.6415)
= $14.03

July 25, 2024 calculations

Top border of price channel:

Exp(Y1,257)
= Exp(a + b × X1,257 + 2 × s)
= Exp(a + b × 1,826 + 2 × s)
= Exp(0.1919 + 0.0015 × 1,826 + 2 × 0.0193)
= Exp(2.8843)
= $17.89

Bottom border of price channel:

Exp(Y1,257)
= Exp(a + b × X1,257 – 2 × s)
= Exp(a + b × 1,826 – 2 × s)
= Exp(0.1919 + 0.0015 × 1,826 – 2 × 0.0193)
= Exp(2.8072)
= $16.56

Description

  • The secondary trend is increasing.
  • The growth rate of the secondary trend is 69.97% per annum.
  • INVA price at the close of July 25, 2024 was higher than the top border of the secondary price channel by $0.30 (1.67%).