Stock Price Trends

Archer-Daniels-Midland Company (ADM)

The Archer-Daniels-Midland Company, commonly known as ADM, is an American multinational food processing and commodities trading corporation founded in 1902 and headquartered in Chicago, Illinois. The company operates more than 270 plants and 420 crop procurement facilities worldwide, where cereal grains and oilseeds are processed into products used in food, beverage, nutraceutical, industrial, and animal feed markets worldwide.

Stock Price Trends

Stock price trends estimated using linear regression.

Key facts

  • The primary trend is decreasing.
  • The decline rate of the primary trend is 19.93% per annum.
  • ADM price at the close of June 27, 2025 was $51.98 and was inside the primary price channel.
  • The secondary trend is increasing.
  • The growth rate of the secondary trend is 34.80% per annum.
  • ADM price at the close of June 27, 2025 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 ADM 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: August 12, 2022
End date: June 12, 2025

a = 4.9326

b = -0.0006

s = 0.0716

Annual growth rate:

Exp(365 × b) – 1
= Exp(365 × -0.0006) – 1
= -19.93%

Price channel spread:

Exp(4 × s) – 1
= Exp(4 × 0.0716) – 1
= 33.16%

August 12, 2022 calculations

Top border of price channel:

Exp(Y534)
= Exp(a + b × X534 + 2 × s)
= Exp(a + b × 773 + 2 × s)
= Exp(4.9326 + -0.0006 × 773 + 2 × 0.0716)
= Exp(4.6051)
= $99.99

Bottom border of price channel:

Exp(Y534)
= Exp(a + b × X534 – 2 × s)
= Exp(a + b × 773 – 2 × s)
= Exp(4.9326 + -0.0006 × 773 – 2 × 0.0716)
= Exp(4.3187)
= $75.09

June 12, 2025 calculations

Top border of price channel:

Exp(Y1,244)
= Exp(a + b × X1,244 + 2 × s)
= Exp(a + b × 1,808 + 2 × s)
= Exp(4.9326 + -0.0006 × 1,808 + 2 × 0.0716)
= Exp(3.9749)
= $53.24

Bottom border of price channel:

Exp(Y1,244)
= Exp(a + b × X1,244 – 2 × s)
= Exp(a + b × 1,808 – 2 × s)
= Exp(4.9326 + -0.0006 × 1,808 – 2 × 0.0716)
= Exp(3.6885)
= $39.98

Description

  • The primary trend is decreasing.
  • The decline rate of the primary trend is 19.93% per annum.
  • ADM price at the close of June 27, 2025 was $51.98 and was inside the primary price channel.

Secondary Trend

Start date: February 4, 2025
End date: June 27, 2025

a = 2.4282

b = 0.0008

s = 0.0374

Annual growth rate:

Exp(365 × b) – 1
= Exp(365 × 0.0008) – 1
= 34.80%

Price channel spread:

Exp(4 × s) – 1
= Exp(4 × 0.0374) – 1
= 16.15%

February 4, 2025 calculations

Top border of price channel:

Exp(Y1,155)
= Exp(a + b × X1,155 + 2 × s)
= Exp(a + b × 1,680 + 2 × s)
= Exp(2.4282 + 0.0008 × 1,680 + 2 × 0.0374)
= Exp(3.8775)
= $48.30

Bottom border of price channel:

Exp(Y1,155)
= Exp(a + b × X1,155 – 2 × s)
= Exp(a + b × 1,680 – 2 × s)
= Exp(2.4282 + 0.0008 × 1,680 – 2 × 0.0374)
= Exp(3.7278)
= $41.59

June 27, 2025 calculations

Top border of price channel:

Exp(Y1,254)
= Exp(a + b × X1,254 + 2 × s)
= Exp(a + b × 1,823 + 2 × s)
= Exp(2.4282 + 0.0008 × 1,823 + 2 × 0.0374)
= Exp(3.9945)
= $54.30

Bottom border of price channel:

Exp(Y1,254)
= Exp(a + b × X1,254 – 2 × s)
= Exp(a + b × 1,823 – 2 × s)
= Exp(2.4282 + 0.0008 × 1,823 – 2 × 0.0374)
= Exp(3.8448)
= $46.75

Description

  • The secondary trend is increasing.
  • The growth rate of the secondary trend is 34.80% per annum.
  • ADM price at the close of June 27, 2025 was inside the secondary price channel.