Stock Price Trends

BancFirst Corporation (BANF)

BancFirst Corporation is BancFirst's banking holding company providing a range of commercial banking services to retail and small and medium-sized business clients. The company is headquartered in Oklahoma City, Oklahoma.

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 0.52% per annum.
  • BANF price at the close of November 19, 2024 was $121.47 and was higher than the top border of the primary price channel by $19.75 (19.42%). This indicates a possible reversal in the primary trend direction.
  • The secondary trend is increasing.
  • The growth rate of the secondary trend is 69.86% per annum.
  • BANF price at the close of November 19, 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 BANF 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 14, 2022
End date: July 15, 2024

a = 4.4881

b = 0.0000

s = 0.0800

Annual growth rate:

Exp(365 × b) – 1
= Exp(365 × 0.0000) – 1
= -0.52%

Price channel spread:

Exp(4 × s) – 1
= Exp(4 × 0.0800) – 1
= 37.71%

March 14, 2022 calculations

Top border of price channel:

Exp(Y581)
= Exp(a + b × X581 + 2 × s)
= Exp(a + b × 845 + 2 × s)
= Exp(4.4881 + 0.0000 × 845 + 2 × 0.0800)
= Exp(4.6361)
= $103.14

Bottom border of price channel:

Exp(Y581)
= Exp(a + b × X581 – 2 × s)
= Exp(a + b × 845 – 2 × s)
= Exp(4.4881 + 0.0000 × 845 – 2 × 0.0800)
= Exp(4.3161)
= $74.90

July 15, 2024 calculations

Top border of price channel:

Exp(Y1,167)
= Exp(a + b × X1,167 + 2 × s)
= Exp(a + b × 1,699 + 2 × s)
= Exp(4.4881 + 0.0000 × 1,699 + 2 × 0.0800)
= Exp(4.6240)
= $101.90

Bottom border of price channel:

Exp(Y1,167)
= Exp(a + b × X1,167 – 2 × s)
= Exp(a + b × 1,699 – 2 × s)
= Exp(4.4881 + 0.0000 × 1,699 – 2 × 0.0800)
= Exp(4.3040)
= $74.00

Description

  • The primary trend is decreasing.
  • The decline rate of the primary trend is 0.52% per annum.
  • BANF price at the close of November 19, 2024 was $121.47 and was higher than the top border of the primary price channel by $19.75 (19.42%). This indicates a possible reversal in the primary trend direction.

Secondary Trend

Start date: March 14, 2024
End date: November 19, 2024

a = 2.0960

b = 0.0015

s = 0.0553

Annual growth rate:

Exp(365 × b) – 1
= Exp(365 × 0.0015) – 1
= 69.86%

Price channel spread:

Exp(4 × s) – 1
= Exp(4 × 0.0553) – 1
= 24.78%

March 14, 2024 calculations

Top border of price channel:

Exp(Y1,084)
= Exp(a + b × X1,084 + 2 × s)
= Exp(a + b × 1,576 + 2 × s)
= Exp(2.0960 + 0.0015 × 1,576 + 2 × 0.0553)
= Exp(4.4943)
= $89.51

Bottom border of price channel:

Exp(Y1,084)
= Exp(a + b × X1,084 – 2 × s)
= Exp(a + b × 1,576 – 2 × s)
= Exp(2.0960 + 0.0015 × 1,576 – 2 × 0.0553)
= Exp(4.2730)
= $71.73

November 19, 2024 calculations

Top border of price channel:

Exp(Y1,257)
= Exp(a + b × X1,257 + 2 × s)
= Exp(a + b × 1,826 + 2 × s)
= Exp(2.0960 + 0.0015 × 1,826 + 2 × 0.0553)
= Exp(4.8572)
= $128.67

Bottom border of price channel:

Exp(Y1,257)
= Exp(a + b × X1,257 – 2 × s)
= Exp(a + b × 1,826 – 2 × s)
= Exp(2.0960 + 0.0015 × 1,826 – 2 × 0.0553)
= Exp(4.6358)
= $103.11

Description

  • The secondary trend is increasing.
  • The growth rate of the secondary trend is 69.86% per annum.
  • BANF price at the close of November 19, 2024 was inside the secondary price channel.