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 52.28% per annum.
  • ANIP price at the close of May 8, 2024 was $65.62 and was inside the primary price channel.
  • The secondary trend is decreasing.
  • The decline rate of the secondary trend is 29.80% per annum.
  • ANIP price at the close of May 8, 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: May 8, 2024

a = 2.1330

b = 0.0012

s = 0.0913

Annual growth rate:

Exp(365 × b) – 1
= Exp(365 × 0.0012) – 1
= 52.28%

Price channel spread:

Exp(4 × s) – 1
= Exp(4 × 0.0913) – 1
= 44.07%

March 15, 2022 calculations

Top border of price channel:

Exp(Y718)
= Exp(a + b × X718 + 2 × s)
= Exp(a + b × 1,041 + 2 × s)
= Exp(2.1330 + 0.0012 × 1,041 + 2 × 0.0913)
= Exp(3.5149)
= $33.61

Bottom border of price channel:

Exp(Y718)
= Exp(a + b × X718 – 2 × s)
= Exp(a + b × 1,041 – 2 × s)
= Exp(2.1330 + 0.0012 × 1,041 – 2 × 0.0913)
= Exp(3.1498)
= $23.33

May 8, 2024 calculations

Top border of price channel:

Exp(Y1,258)
= Exp(a + b × X1,258 + 2 × s)
= Exp(a + b × 1,826 + 2 × s)
= Exp(2.1330 + 0.0012 × 1,826 + 2 × 0.0913)
= Exp(4.4194)
= $83.04

Bottom border of price channel:

Exp(Y1,258)
= Exp(a + b × X1,258 – 2 × s)
= Exp(a + b × 1,826 – 2 × s)
= Exp(2.1330 + 0.0012 × 1,826 – 2 × 0.0913)
= Exp(4.0543)
= $57.64

Description

  • The primary trend is increasing.
  • The growth rate of the primary trend is 52.28% per annum.
  • ANIP price at the close of May 8, 2024 was $65.62 and was inside the primary price channel.

Secondary Trend

Start date: March 18, 2024
End date: May 8, 2024

a = 5.9510

b = -0.0010

s = 0.0152

Annual growth rate:

Exp(365 × b) – 1
= Exp(365 × -0.0010) – 1
= -29.80%

Price channel spread:

Exp(4 × s) – 1
= Exp(4 × 0.0152) – 1
= 6.28%

March 18, 2024 calculations

Top border of price channel:

Exp(Y1,222)
= Exp(a + b × X1,222 + 2 × s)
= Exp(a + b × 1,775 + 2 × s)
= Exp(5.9510 + -0.0010 × 1,775 + 2 × 0.0152)
= Exp(4.2607)
= $70.86

Bottom border of price channel:

Exp(Y1,222)
= Exp(a + b × X1,222 – 2 × s)
= Exp(a + b × 1,775 – 2 × s)
= Exp(5.9510 + -0.0010 × 1,775 – 2 × 0.0152)
= Exp(4.1998)
= $66.67

May 8, 2024 calculations

Top border of price channel:

Exp(Y1,258)
= Exp(a + b × X1,258 + 2 × s)
= Exp(a + b × 1,826 + 2 × s)
= Exp(5.9510 + -0.0010 × 1,826 + 2 × 0.0152)
= Exp(4.2112)
= $67.44

Bottom border of price channel:

Exp(Y1,258)
= Exp(a + b × X1,258 – 2 × s)
= Exp(a + b × 1,826 – 2 × s)
= Exp(5.9510 + -0.0010 × 1,826 – 2 × 0.0152)
= Exp(4.1503)
= $63.45

Description

  • The secondary trend is decreasing.
  • The decline rate of the secondary trend is 29.80% per annum.
  • ANIP price at the close of May 8, 2024 was inside the secondary price channel.