Stock Price Trends

Dynatrace Holdings LLC (DT)

Dynatrace, Inc. provides a software intelligence platform for dynamic multi-cloud environments. The company is headquartered in Waltham, Massachusetts.

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 21.85% per annum.
  • DT price at the close of May 8, 2024 was $46.07 and was higher than the top border of the primary price channel by $7.09 (18.20%). This indicates a possible reversal in the primary trend direction.
  • The secondary trend is increasing.
  • The growth rate of the secondary trend is 26.82% per annum.
  • DT price at the close of May 8, 2024 was lower than the bottom border of the secondary price channel by $1.65 (3.45%). This indicates a possible reversal in the secondary trend direction.
  • 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 DT 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: February 3, 2021
End date: May 3, 2023

a = 4.5041

b = -0.0007

s = 0.1676

Annual growth rate:

Exp(365 × b) – 1
= Exp(365 × -0.0007) – 1
= -21.85%

Price channel spread:

Exp(4 × s) – 1
= Exp(4 × 0.1676) – 1
= 95.53%

February 3, 2021 calculations

Top border of price channel:

Exp(Y380)
= Exp(a + b × X380 + 2 × s)
= Exp(a + b × 552 + 2 × s)
= Exp(4.5041 + -0.0007 × 552 + 2 × 0.1676)
= Exp(4.4666)
= $87.06

Bottom border of price channel:

Exp(Y380)
= Exp(a + b × X380 – 2 × s)
= Exp(a + b × 552 – 2 × s)
= Exp(4.5041 + -0.0007 × 552 – 2 × 0.1676)
= Exp(3.7961)
= $44.53

May 3, 2023 calculations

Top border of price channel:

Exp(Y945)
= Exp(a + b × X945 + 2 × s)
= Exp(a + b × 1,371 + 2 × s)
= Exp(4.5041 + -0.0007 × 1,371 + 2 × 0.1676)
= Exp(3.9135)
= $50.07

Bottom border of price channel:

Exp(Y945)
= Exp(a + b × X945 – 2 × s)
= Exp(a + b × 1,371 – 2 × s)
= Exp(4.5041 + -0.0007 × 1,371 – 2 × 0.1676)
= Exp(3.2430)
= $25.61

Description

  • The primary trend is decreasing.
  • The decline rate of the primary trend is 21.85% per annum.
  • DT price at the close of May 8, 2024 was $46.07 and was higher than the top border of the primary price channel by $7.09 (18.20%). This indicates a possible reversal in the primary trend direction.

Secondary Trend

Start date: April 21, 2022
End date: March 4, 2024

a = 2.9062

b = 0.0007

s = 0.0874

Annual growth rate:

Exp(365 × b) – 1
= Exp(365 × 0.0007) – 1
= 26.82%

Price channel spread:

Exp(4 × s) – 1
= Exp(4 × 0.0874) – 1
= 41.87%

April 21, 2022 calculations

Top border of price channel:

Exp(Y686)
= Exp(a + b × X686 + 2 × s)
= Exp(a + b × 994 + 2 × s)
= Exp(2.9062 + 0.0007 × 994 + 2 × 0.0874)
= Exp(3.7281)
= $41.60

Bottom border of price channel:

Exp(Y686)
= Exp(a + b × X686 – 2 × s)
= Exp(a + b × 994 – 2 × s)
= Exp(2.9062 + 0.0007 × 994 – 2 × 0.0874)
= Exp(3.3783)
= $29.32

March 4, 2024 calculations

Top border of price channel:

Exp(Y1,154)
= Exp(a + b × X1,154 + 2 × s)
= Exp(a + b × 1,677 + 2 × s)
= Exp(2.9062 + 0.0007 × 1,677 + 2 × 0.0874)
= Exp(4.1727)
= $64.89

Bottom border of price channel:

Exp(Y1,154)
= Exp(a + b × X1,154 – 2 × s)
= Exp(a + b × 1,677 – 2 × s)
= Exp(2.9062 + 0.0007 × 1,677 – 2 × 0.0874)
= Exp(3.8229)
= $45.74

Description

  • The secondary trend is increasing.
  • The growth rate of the secondary trend is 26.82% per annum.
  • DT price at the close of May 8, 2024 was lower than the bottom border of the secondary price channel by $1.65 (3.45%). This indicates a possible reversal in the secondary trend direction.