Ingredion Incorporated (INGR)
Ingredion Incorporated, produces and sells starches and sweeteners for various industries. The company is headquartered in Westchester, Illinois.
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 17.34% per annum.
- INGR price at the close of July 26, 2024 was $121.21 and was inside the primary price channel.
- The secondary trend is increasing.
- The growth rate of the secondary trend is 32.78% per annum.
- INGR price at the close of July 26, 2024 was inside the secondary price channel.
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 INGR 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 3, 2022
End date: July 26, 2024
a = 3.9653
b = 0.0004
s = 0.0528
Annual growth rate:
Exp(365 × b) – 1
= Exp(365 × 0.0004) – 1
= 17.34%
Price channel spread:
Exp(4 × s) – 1
= Exp(4 × 0.0528) – 1
= 23.52%
February 3, 2022 calculations
Top border of price channel:
Exp(Y636)
= Exp(a + b × X636 + 2 × s)
= Exp(a + b × 920 + 2 × s)
= Exp(3.9653 + 0.0004 × 920 + 2 × 0.0528)
= Exp(4.4739)
= $87.70
Bottom border of price channel:
Exp(Y636)
= Exp(a + b × X636 – 2 × s)
= Exp(a + b × 920 – 2 × s)
= Exp(3.9653 + 0.0004 × 920 – 2 × 0.0528)
= Exp(4.2627)
= $71.00
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(3.9653 + 0.0004 × 1,824 + 2 × 0.0528)
= Exp(4.8699)
= $130.31
Bottom border of price channel:
Exp(Y1,257)
= Exp(a + b × X1,257 – 2 × s)
= Exp(a + b × 1,824 – 2 × s)
= Exp(3.9653 + 0.0004 × 1,824 – 2 × 0.0528)
= Exp(4.6586)
= $105.49
Description
- The primary trend is increasing.
- The growth rate of the primary trend is 17.34% per annum.
- INGR price at the close of July 26, 2024 was $121.21 and was inside the primary price channel.
Secondary Trend
Start date: September 6, 2023
End date: July 26, 2024
a = 3.3862
b = 0.0008
s = 0.0376
Annual growth rate:
Exp(365 × b) – 1
= Exp(365 × 0.0008) – 1
= 32.78%
Price channel spread:
Exp(4 × s) – 1
= Exp(4 × 0.0376) – 1
= 16.24%
September 6, 2023 calculations
Top border of price channel:
Exp(Y1,034)
= Exp(a + b × X1,034 + 2 × s)
= Exp(a + b × 1,500 + 2 × s)
= Exp(3.3862 + 0.0008 × 1,500 + 2 × 0.0376)
= Exp(4.6265)
= $102.16
Bottom border of price channel:
Exp(Y1,034)
= Exp(a + b × X1,034 – 2 × s)
= Exp(a + b × 1,500 – 2 × s)
= Exp(3.3862 + 0.0008 × 1,500 – 2 × 0.0376)
= Exp(4.4760)
= $87.88
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(3.3862 + 0.0008 × 1,824 + 2 × 0.0376)
= Exp(4.8782)
= $131.39
Bottom border of price channel:
Exp(Y1,257)
= Exp(a + b × X1,257 – 2 × s)
= Exp(a + b × 1,824 – 2 × s)
= Exp(3.3862 + 0.0008 × 1,824 – 2 × 0.0376)
= Exp(4.7277)
= $113.03
Description
- The secondary trend is increasing.
- The growth rate of the secondary trend is 32.78% per annum.
- INGR price at the close of July 26, 2024 was inside the secondary price channel.