Stock Price Trends

ANI Pharmaceuticals Inc (ANIP)

ANI Pharmaceuticals, Inc., a specialty pharmaceutical company, develops, manufactures, and markets brand-name and generic prescription pharmaceuticals in the United States and Canada. The company is headquartered in Baudette, Minnesota.

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 50.55% per annum.
  • ANIP price at the close of July 26, 2024 was $63.25 and was inside the primary price channel.
  • The secondary trend is decreasing.
  • The decline rate of the secondary trend is 20.75% per annum.
  • ANIP price at the close of July 26, 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 ANIP 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: March 15, 2022
End date: June 14, 2024

a = 2.2646

b = 0.0011

s = 0.0915

Annual growth rate:

Exp(365 × b) – 1
= Exp(365 × 0.0011) – 1
= 50.55%

Price channel spread:

Exp(4 × s) – 1
= Exp(4 × 0.0915) – 1
= 44.20%

March 15, 2022 calculations

Top border of price channel:

Exp(Y663)
= Exp(a + b × X663 + 2 × s)
= Exp(a + b × 960 + 2 × s)
= Exp(2.2646 + 0.0011 × 960 + 2 × 0.0915)
= Exp(3.5237)
= $33.91

Bottom border of price channel:

Exp(Y663)
= Exp(a + b × X663 – 2 × s)
= Exp(a + b × 960 – 2 × s)
= Exp(2.2646 + 0.0011 × 960 – 2 × 0.0915)
= Exp(3.1577)
= $23.52

June 14, 2024 calculations

Top border of price channel:

Exp(Y1,229)
= Exp(a + b × X1,229 + 2 × s)
= Exp(a + b × 1,782 + 2 × s)
= Exp(2.2646 + 0.0011 × 1,782 + 2 × 0.0915)
= Exp(4.4452)
= $85.21

Bottom border of price channel:

Exp(Y1,229)
= Exp(a + b × X1,229 – 2 × s)
= Exp(a + b × 1,782 – 2 × s)
= Exp(2.2646 + 0.0011 × 1,782 – 2 × 0.0915)
= Exp(4.0792)
= $59.10

Description

  • The primary trend is increasing.
  • The growth rate of the primary trend is 50.55% per annum.
  • ANIP price at the close of July 26, 2024 was $63.25 and was inside the primary price channel.

Secondary Trend

Start date: February 29, 2024
End date: July 26, 2024

a = 5.2897

b = -0.0006

s = 0.0270

Annual growth rate:

Exp(365 × b) – 1
= Exp(365 × -0.0006) – 1
= -20.75%

Price channel spread:

Exp(4 × s) – 1
= Exp(4 × 0.0270) – 1
= 11.42%

February 29, 2024 calculations

Top border of price channel:

Exp(Y1,155)
= Exp(a + b × X1,155 + 2 × s)
= Exp(a + b × 1,676 + 2 × s)
= Exp(5.2897 + -0.0006 × 1,676 + 2 × 0.0270)
= Exp(4.2756)
= $71.93

Bottom border of price channel:

Exp(Y1,155)
= Exp(a + b × X1,155 – 2 × s)
= Exp(a + b × 1,676 – 2 × s)
= Exp(5.2897 + -0.0006 × 1,676 – 2 × 0.0270)
= Exp(4.1675)
= $64.55

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(5.2897 + -0.0006 × 1,824 + 2 × 0.0270)
= Exp(4.1813)
= $65.45

Bottom border of price channel:

Exp(Y1,257)
= Exp(a + b × X1,257 – 2 × s)
= Exp(a + b × 1,824 – 2 × s)
= Exp(5.2897 + -0.0006 × 1,824 – 2 × 0.0270)
= Exp(4.0731)
= $58.74

Description

  • The secondary trend is decreasing.
  • The decline rate of the secondary trend is 20.75% per annum.
  • ANIP price at the close of July 26, 2024 was inside the secondary price channel.