Stock Price Trends

ONEOK Inc (OKE)

Oneok, Inc. is a diversified Fortune 500 energy corporation based in Tulsa, Oklahoma.

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 76.05% per annum.
  • OKE price at the close of May 17, 2024 was $82.63 and was lower than the bottom border of the primary price channel by $76.61 (48.11%). This indicates a possible reversal in the primary trend direction.
  • The secondary trend is increasing.
  • The growth rate of the secondary trend is 16.69% per annum.
  • OKE price at the close of May 17, 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 OKE 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 9, 2020
End date: June 9, 2022

a = 2.5193

b = 0.0015

s = 0.1377

Annual growth rate:

Exp(365 × b) – 1
= Exp(365 × 0.0015) – 1
= 76.05%

Price channel spread:

Exp(4 × s) – 1
= Exp(4 × 0.1377) – 1
= 73.49%

March 9, 2020 calculations

Top border of price channel:

Exp(Y202)
= Exp(a + b × X202 + 2 × s)
= Exp(a + b × 294 + 2 × s)
= Exp(2.5193 + 0.0015 × 294 + 2 × 0.1377)
= Exp(3.2504)
= $25.80

Bottom border of price channel:

Exp(Y202)
= Exp(a + b × X202 – 2 × s)
= Exp(a + b × 294 – 2 × s)
= Exp(2.5193 + 0.0015 × 294 – 2 × 0.1377)
= Exp(2.6994)
= $14.87

June 9, 2022 calculations

Top border of price channel:

Exp(Y771)
= Exp(a + b × X771 + 2 × s)
= Exp(a + b × 1,116 + 2 × s)
= Exp(2.5193 + 0.0015 × 1,116 + 2 × 0.1377)
= Exp(4.5242)
= $92.22

Bottom border of price channel:

Exp(Y771)
= Exp(a + b × X771 – 2 × s)
= Exp(a + b × 1,116 – 2 × s)
= Exp(2.5193 + 0.0015 × 1,116 – 2 × 0.1377)
= Exp(3.9733)
= $53.16

Description

  • The primary trend is increasing.
  • The growth rate of the primary trend is 76.05% per annum.
  • OKE price at the close of May 17, 2024 was $82.63 and was lower than the bottom border of the primary price channel by $76.61 (48.11%). This indicates a possible reversal in the primary trend direction.

Secondary Trend

Start date: March 3, 2021
End date: May 17, 2024

a = 3.5172

b = 0.0004

s = 0.0758

Annual growth rate:

Exp(365 × b) – 1
= Exp(365 × 0.0004) – 1
= 16.69%

Price channel spread:

Exp(4 × s) – 1
= Exp(4 × 0.0758) – 1
= 35.42%

March 3, 2021 calculations

Top border of price channel:

Exp(Y450)
= Exp(a + b × X450 + 2 × s)
= Exp(a + b × 653 + 2 × s)
= Exp(3.5172 + 0.0004 × 653 + 2 × 0.0758)
= Exp(3.9450)
= $51.68

Bottom border of price channel:

Exp(Y450)
= Exp(a + b × X450 – 2 × s)
= Exp(a + b × 653 – 2 × s)
= Exp(3.5172 + 0.0004 × 653 – 2 × 0.0758)
= Exp(3.6418)
= $38.16

May 17, 2024 calculations

Top border of price channel:

Exp(Y1,258)
= Exp(a + b × X1,258 + 2 × s)
= Exp(a + b × 1,824 + 2 × s)
= Exp(3.5172 + 0.0004 × 1,824 + 2 × 0.0758)
= Exp(4.4402)
= $84.79

Bottom border of price channel:

Exp(Y1,258)
= Exp(a + b × X1,258 – 2 × s)
= Exp(a + b × 1,824 – 2 × s)
= Exp(3.5172 + 0.0004 × 1,824 – 2 × 0.0758)
= Exp(4.1370)
= $62.61

Description

  • The secondary trend is increasing.
  • The growth rate of the secondary trend is 16.69% per annum.
  • OKE price at the close of May 17, 2024 was inside the secondary price channel.