Stock Price Trends

Light & Wonder Inc (LNW)

Light & Wonder, Inc. develops technology-based products and services and related content for the gaming, lottery, social gaming and digital industries in the United States and internationally. The company is headquartered in Las Vegas, Nevada.

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 6.25% per annum.
  • LNW price at the close of July 25, 2024 was $102.06 and was higher than the top border of the primary price channel by $5.09 (5.25%).
  • The secondary trend is increasing.
  • The growth rate of the secondary trend is 45.92% per annum.
  • LNW 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 LNW 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: January 6, 2021
End date: November 3, 2023

a = 3.9235

b = 0.0002

s = 0.1737

Annual growth rate:

Exp(365 × b) – 1
= Exp(365 × 0.0002) – 1
= 6.25%

Price channel spread:

Exp(4 × s) – 1
= Exp(4 × 0.1737) – 1
= 100.33%

January 6, 2021 calculations

Top border of price channel:

Exp(Y365)
= Exp(a + b × X365 + 2 × s)
= Exp(a + b × 530 + 2 × s)
= Exp(3.9235 + 0.0002 × 530 + 2 × 0.1737)
= Exp(4.3590)
= $78.18

Bottom border of price channel:

Exp(Y365)
= Exp(a + b × X365 – 2 × s)
= Exp(a + b × 530 – 2 × s)
= Exp(3.9235 + 0.0002 × 530 – 2 × 0.1737)
= Exp(3.6642)
= $39.02

November 3, 2023 calculations

Top border of price channel:

Exp(Y1,077)
= Exp(a + b × X1,077 + 2 × s)
= Exp(a + b × 1,561 + 2 × s)
= Exp(3.9235 + 0.0002 × 1,561 + 2 × 0.1737)
= Exp(4.5304)
= $92.79

Bottom border of price channel:

Exp(Y1,077)
= Exp(a + b × X1,077 – 2 × s)
= Exp(a + b × 1,561 – 2 × s)
= Exp(3.9235 + 0.0002 × 1,561 – 2 × 0.1737)
= Exp(3.8356)
= $46.32

Description

  • The primary trend is increasing.
  • The growth rate of the primary trend is 6.25% per annum.
  • LNW price at the close of July 25, 2024 was $102.06 and was higher than the top border of the primary price channel by $5.09 (5.25%).

Secondary Trend

Start date: June 10, 2022
End date: July 25, 2024

a = 2.7523

b = 0.0010

s = 0.0728

Annual growth rate:

Exp(365 × b) – 1
= Exp(365 × 0.0010) – 1
= 45.92%

Price channel spread:

Exp(4 × s) – 1
= Exp(4 × 0.0728) – 1
= 33.82%

June 10, 2022 calculations

Top border of price channel:

Exp(Y725)
= Exp(a + b × X725 + 2 × s)
= Exp(a + b × 1,050 + 2 × s)
= Exp(2.7523 + 0.0010 × 1,050 + 2 × 0.0728)
= Exp(3.9850)
= $53.79

Bottom border of price channel:

Exp(Y725)
= Exp(a + b × X725 – 2 × s)
= Exp(a + b × 1,050 – 2 × s)
= Exp(2.7523 + 0.0010 × 1,050 – 2 × 0.0728)
= Exp(3.6937)
= $40.19

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(2.7523 + 0.0010 × 1,826 + 2 × 0.0728)
= Exp(4.7884)
= $120.11

Bottom border of price channel:

Exp(Y1,257)
= Exp(a + b × X1,257 – 2 × s)
= Exp(a + b × 1,826 – 2 × s)
= Exp(2.7523 + 0.0010 × 1,826 – 2 × 0.0728)
= Exp(4.4970)
= $89.75

Description

  • The secondary trend is increasing.
  • The growth rate of the secondary trend is 45.92% per annum.
  • LNW price at the close of July 25, 2024 was inside the secondary price channel.