Stock Price Trends

Shoe Carnival Inc (SCVL)

Shoe Carnival, Inc., is a family footwear retailer in the United States. The company is headquartered in Evansville, Indiana.

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 101.84% per annum.
  • SCVL price at the close of July 25, 2024 was $41.60 and was inside the primary price channel.
  • The secondary trend is increasing.
  • The growth rate of the secondary trend is 64.12% per annum.
  • SCVL price at the close of July 25, 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 SCVL 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 22, 2023
End date: July 25, 2024

a = 0.1808

b = 0.0019

s = 0.0568

Annual growth rate:

Exp(365 × b) – 1
= Exp(365 × 0.0019) – 1
= 101.84%

Price channel spread:

Exp(4 × s) – 1
= Exp(4 × 0.0568) – 1
= 25.50%

August 22, 2023 calculations

Top border of price channel:

Exp(Y1,025)
= Exp(a + b × X1,025 + 2 × s)
= Exp(a + b × 1,488 + 2 × s)
= Exp(0.1808 + 0.0019 × 1,488 + 2 × 0.0568)
= Exp(3.1575)
= $23.51

Bottom border of price channel:

Exp(Y1,025)
= Exp(a + b × X1,025 – 2 × s)
= Exp(a + b × 1,488 – 2 × s)
= Exp(0.1808 + 0.0019 × 1,488 – 2 × 0.0568)
= Exp(2.9304)
= $18.73

July 25, 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(0.1808 + 0.0019 × 1,826 + 2 × 0.0568)
= Exp(3.8079)
= $45.06

Bottom border of price channel:

Exp(Y1,257)
= Exp(a + b × X1,257 – 2 × s)
= Exp(a + b × 1,826 – 2 × s)
= Exp(0.1808 + 0.0019 × 1,826 – 2 × 0.0568)
= Exp(3.5807)
= $35.90

Description

  • The primary trend is increasing.
  • The growth rate of the primary trend is 101.84% per annum.
  • SCVL price at the close of July 25, 2024 was $41.60 and was inside the primary price channel.

Secondary Trend

Start date: February 26, 2024
End date: July 25, 2024

a = 1.1857

b = 0.0014

s = 0.0373

Annual growth rate:

Exp(365 × b) – 1
= Exp(365 × 0.0014) – 1
= 64.12%

Price channel spread:

Exp(4 × s) – 1
= Exp(4 × 0.0373) – 1
= 16.10%

February 26, 2024 calculations

Top border of price channel:

Exp(Y1,153)
= Exp(a + b × X1,153 + 2 × s)
= Exp(a + b × 1,676 + 2 × s)
= Exp(1.1857 + 0.0014 × 1,676 + 2 × 0.0373)
= Exp(3.5353)
= $34.31

Bottom border of price channel:

Exp(Y1,153)
= Exp(a + b × X1,153 – 2 × s)
= Exp(a + b × 1,676 – 2 × s)
= Exp(1.1857 + 0.0014 × 1,676 – 2 × 0.0373)
= Exp(3.3860)
= $29.55

July 25, 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(1.1857 + 0.0014 × 1,826 + 2 × 0.0373)
= Exp(3.7389)
= $42.05

Bottom border of price channel:

Exp(Y1,257)
= Exp(a + b × X1,257 – 2 × s)
= Exp(a + b × 1,826 – 2 × s)
= Exp(1.1857 + 0.0014 × 1,826 – 2 × 0.0373)
= Exp(3.5896)
= $36.22

Description

  • The secondary trend is increasing.
  • The growth rate of the secondary trend is 64.12% per annum.
  • SCVL price at the close of July 25, 2024 was inside the secondary price channel.