Stock Price Trends

Lumentum Holdings Inc (LITE)

Lumentum Holdings Inc. manufactures and sells optical and photonic products in the Americas, Asia-Pacific, Europe, the Middle East, and Africa. The company is headquartered in San Jose, California.

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 37.04% per annum.
  • LITE price at the close of May 8, 2024 was $42.59 and was higher than the top border of the primary price channel by $1.58 (3.84%). This indicates a possible reversal in the primary trend direction.
  • The secondary trend is decreasing.
  • The decline rate of the secondary trend is 12.56% per annum.
  • LITE price at the close of May 8, 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 LITE 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: November 2, 2021
End date: December 12, 2023

a = 5.8225

b = -0.0013

s = 0.1031

Annual growth rate:

Exp(365 × b) – 1
= Exp(365 × -0.0013) – 1
= -37.04%

Price channel spread:

Exp(4 × s) – 1
= Exp(4 × 0.1031) – 1
= 51.04%

November 2, 2021 calculations

Top border of price channel:

Exp(Y627)
= Exp(a + b × X627 + 2 × s)
= Exp(a + b × 908 + 2 × s)
= Exp(5.8225 + -0.0013 × 908 + 2 × 0.1031)
= Exp(4.8776)
= $131.32

Bottom border of price channel:

Exp(Y627)
= Exp(a + b × X627 – 2 × s)
= Exp(a + b × 908 – 2 × s)
= Exp(5.8225 + -0.0013 × 908 – 2 × 0.1031)
= Exp(4.4653)
= $86.94

December 12, 2023 calculations

Top border of price channel:

Exp(Y1,157)
= Exp(a + b × X1,157 + 2 × s)
= Exp(a + b × 1,678 + 2 × s)
= Exp(5.8225 + -0.0013 × 1,678 + 2 × 0.1031)
= Exp(3.9015)
= $49.48

Bottom border of price channel:

Exp(Y1,157)
= Exp(a + b × X1,157 – 2 × s)
= Exp(a + b × 1,678 – 2 × s)
= Exp(5.8225 + -0.0013 × 1,678 – 2 × 0.1031)
= Exp(3.4891)
= $32.76

Description

  • The primary trend is decreasing.
  • The decline rate of the primary trend is 37.04% per annum.
  • LITE price at the close of May 8, 2024 was $42.59 and was higher than the top border of the primary price channel by $1.58 (3.84%). This indicates a possible reversal in the primary trend direction.

Secondary Trend

Start date: November 8, 2022
End date: May 8, 2024

a = 4.4792

b = -0.0004

s = 0.0942

Annual growth rate:

Exp(365 × b) – 1
= Exp(365 × -0.0004) – 1
= -12.56%

Price channel spread:

Exp(4 × s) – 1
= Exp(4 × 0.0942) – 1
= 45.78%

November 8, 2022 calculations

Top border of price channel:

Exp(Y883)
= Exp(a + b × X883 + 2 × s)
= Exp(a + b × 1,279 + 2 × s)
= Exp(4.4792 + -0.0004 × 1,279 + 2 × 0.0942)
= Exp(4.1972)
= $66.50

Bottom border of price channel:

Exp(Y883)
= Exp(a + b × X883 – 2 × s)
= Exp(a + b × 1,279 – 2 × s)
= Exp(4.4792 + -0.0004 × 1,279 – 2 × 0.0942)
= Exp(3.8203)
= $45.62

May 8, 2024 calculations

Top border of price channel:

Exp(Y1,258)
= Exp(a + b × X1,258 + 2 × s)
= Exp(a + b × 1,826 + 2 × s)
= Exp(4.4792 + -0.0004 × 1,826 + 2 × 0.0942)
= Exp(3.9960)
= $54.38

Bottom border of price channel:

Exp(Y1,258)
= Exp(a + b × X1,258 – 2 × s)
= Exp(a + b × 1,826 – 2 × s)
= Exp(4.4792 + -0.0004 × 1,826 – 2 × 0.0942)
= Exp(3.6191)
= $37.30

Description

  • The secondary trend is decreasing.
  • The decline rate of the secondary trend is 12.56% per annum.
  • LITE price at the close of May 8, 2024 was inside the secondary price channel.