Stock Price Trends

Keysight Technologies Inc (KEYS)

Keysight Technologies Inc. is a leading American provider of electronic test and measurement solutions, serving a wide range of industries, including communications, aerospace, defense, automotive, and semiconductor manufacturing. The company is at the forefront of innovation, offering cutting-edge software and hardware that enable engineers to develop and validate technologies for emerging applications such as 5G, IoT, and cloud computing. With a commitment to advancing technology and improving product quality, Keysight's comprehensive portfolio facilitates critical research and development initiatives for its clients worldwide, making it a vital partner in the evolution of the electronics landscape.

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 11.00% per annum.
  • KEYS price at the close of November 24, 2025 was $177.67 and was inside the primary price channel.
  • The secondary trend is increasing.
  • The growth rate of the secondary trend is 39.16% per annum.
  • KEYS price at the close of November 24, 2025 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 KEYS 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 18, 2023
End date: November 24, 2025

a = 4.6232

b = 0.0003

s = 0.0723

Annual growth rate:

Exp(365 × b) – 1
= Exp(365 × 0.0003) – 1
= 11.00%

Price channel spread:

Exp(4 × s) – 1
= Exp(4 × 0.0723) – 1
= 33.53%

August 18, 2023 calculations

Top border of price channel:

Exp(Y685)
= Exp(a + b × X685 + 2 × s)
= Exp(a + b × 996 + 2 × s)
= Exp(4.6232 + 0.0003 × 996 + 2 × 0.0723)
= Exp(5.0524)
= $156.39

Bottom border of price channel:

Exp(Y685)
= Exp(a + b × X685 – 2 × s)
= Exp(a + b × 996 – 2 × s)
= Exp(4.6232 + 0.0003 × 996 – 2 × 0.0723)
= Exp(4.7632)
= $117.12

November 24, 2025 calculations

Top border of price channel:

Exp(Y1,254)
= Exp(a + b × X1,254 + 2 × s)
= Exp(a + b × 1,825 + 2 × s)
= Exp(4.6232 + 0.0003 × 1,825 + 2 × 0.0723)
= Exp(5.2893)
= $198.20

Bottom border of price channel:

Exp(Y1,254)
= Exp(a + b × X1,254 – 2 × s)
= Exp(a + b × 1,825 – 2 × s)
= Exp(4.6232 + 0.0003 × 1,825 – 2 × 0.0723)
= Exp(5.0002)
= $148.44

Description

  • The primary trend is increasing.
  • The growth rate of the primary trend is 11.00% per annum.
  • KEYS price at the close of November 24, 2025 was $177.67 and was inside the primary price channel.

Secondary Trend

Start date: March 28, 2025
End date: November 24, 2025

a = 3.5449

b = 0.0009

s = 0.0448

Annual growth rate:

Exp(365 × b) – 1
= Exp(365 × 0.0009) – 1
= 39.16%

Price channel spread:

Exp(4 × s) – 1
= Exp(4 × 0.0448) – 1
= 19.63%

March 28, 2025 calculations

Top border of price channel:

Exp(Y1,088)
= Exp(a + b × X1,088 + 2 × s)
= Exp(a + b × 1,584 + 2 × s)
= Exp(3.5449 + 0.0009 × 1,584 + 2 × 0.0448)
= Exp(5.0686)
= $158.95

Bottom border of price channel:

Exp(Y1,088)
= Exp(a + b × X1,088 – 2 × s)
= Exp(a + b × 1,584 – 2 × s)
= Exp(3.5449 + 0.0009 × 1,584 – 2 × 0.0448)
= Exp(4.8893)
= $132.86

November 24, 2025 calculations

Top border of price channel:

Exp(Y1,254)
= Exp(a + b × X1,254 + 2 × s)
= Exp(a + b × 1,825 + 2 × s)
= Exp(3.5449 + 0.0009 × 1,825 + 2 × 0.0448)
= Exp(5.2867)
= $197.70

Bottom border of price channel:

Exp(Y1,254)
= Exp(a + b × X1,254 – 2 × s)
= Exp(a + b × 1,825 – 2 × s)
= Exp(3.5449 + 0.0009 × 1,825 – 2 × 0.0448)
= Exp(5.1075)
= $165.26

Description

  • The secondary trend is increasing.
  • The growth rate of the secondary trend is 39.16% per annum.
  • KEYS price at the close of November 24, 2025 was inside the secondary price channel.