Stock Price Trends

Cal-Maine Foods Inc (CALM)

Cal-Maine Foods, Inc. produces, grades, packs, markets and distributes shell eggs. The company is headquartered in Jackson, Mississippi.

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 46.75% per annum.
  • CALM price at the close of July 26, 2024 was $70.83 and was higher than the top border of the primary price channel by $1.00 (1.44%).
  • The secondary trend is increasing.
  • The growth rate of the secondary trend is 235.64% per annum.
  • CALM price at the close of July 26, 2024 was higher than the top border of the secondary price channel by $1.08 (1.54%).

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 CALM 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: June 20, 2023
End date: July 26, 2024

a = 2.2509

b = 0.0011

s = 0.0391

Annual growth rate:

Exp(365 × b) – 1
= Exp(365 × 0.0011) – 1
= 46.75%

Price channel spread:

Exp(4 × s) – 1
= Exp(4 × 0.0391) – 1
= 16.95%

June 20, 2023 calculations

Top border of price channel:

Exp(Y980)
= Exp(a + b × X980 + 2 × s)
= Exp(a + b × 1,422 + 2 × s)
= Exp(2.2509 + 0.0011 × 1,422 + 2 × 0.0391)
= Exp(3.8236)
= $45.77

Bottom border of price channel:

Exp(Y980)
= Exp(a + b × X980 – 2 × s)
= Exp(a + b × 1,422 – 2 × s)
= Exp(2.2509 + 0.0011 × 1,422 – 2 × 0.0391)
= Exp(3.6670)
= $39.13

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(2.2509 + 0.0011 × 1,824 + 2 × 0.0391)
= Exp(4.2460)
= $69.83

Bottom border of price channel:

Exp(Y1,257)
= Exp(a + b × X1,257 – 2 × s)
= Exp(a + b × 1,824 – 2 × s)
= Exp(2.2509 + 0.0011 × 1,824 – 2 × 0.0391)
= Exp(4.0894)
= $59.71

Description

  • The primary trend is increasing.
  • The growth rate of the primary trend is 46.75% per annum.
  • CALM price at the close of July 26, 2024 was $70.83 and was higher than the top border of the primary price channel by $1.00 (1.44%).

Secondary Trend

Start date: June 7, 2024
End date: July 26, 2024

a = -1.8450

b = 0.0033

s = 0.0195

Annual growth rate:

Exp(365 × b) – 1
= Exp(365 × 0.0033) – 1
= 235.64%

Price channel spread:

Exp(4 × s) – 1
= Exp(4 × 0.0195) – 1
= 8.10%

June 7, 2024 calculations

Top border of price channel:

Exp(Y1,224)
= Exp(a + b × X1,224 + 2 × s)
= Exp(a + b × 1,775 + 2 × s)
= Exp(-1.8450 + 0.0033 × 1,775 + 2 × 0.0195)
= Exp(4.0824)
= $59.29

Bottom border of price channel:

Exp(Y1,224)
= Exp(a + b × X1,224 – 2 × s)
= Exp(a + b × 1,775 – 2 × s)
= Exp(-1.8450 + 0.0033 × 1,775 – 2 × 0.0195)
= Exp(4.0045)
= $54.85

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(-1.8450 + 0.0033 × 1,824 + 2 × 0.0195)
= Exp(4.2450)
= $69.75

Bottom border of price channel:

Exp(Y1,257)
= Exp(a + b × X1,257 – 2 × s)
= Exp(a + b × 1,824 – 2 × s)
= Exp(-1.8450 + 0.0033 × 1,824 – 2 × 0.0195)
= Exp(4.1671)
= $64.53

Description

  • The secondary trend is increasing.
  • The growth rate of the secondary trend is 235.64% per annum.
  • CALM price at the close of July 26, 2024 was higher than the top border of the secondary price channel by $1.08 (1.54%).