Stock Price Trends

TripAdvisor Inc (TRIP)

TripAdvisor, Inc. is an online travel company. The company is headquartered in Needham, Massachusetts.

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 176.66% per annum.
  • TRIP price at the close of May 6, 2024 was $25.50 and was inside the primary price channel.
  • The secondary trend is decreasing.
  • The decline rate of the secondary trend is 18.18% per annum.
  • TRIP price at the close of May 6, 2024 was inside the secondary price channel.
  • 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 TRIP 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 15, 2023
End date: May 2, 2024

a = -1.7130

b = 0.0028

s = 0.0721

Annual growth rate:

Exp(365 × b) – 1
= Exp(365 × 0.0028) – 1
= 176.66%

Price channel spread:

Exp(4 × s) – 1
= Exp(4 × 0.0721) – 1
= 33.45%

August 15, 2023 calculations

Top border of price channel:

Exp(Y1,076)
= Exp(a + b × X1,076 + 2 × s)
= Exp(a + b × 1,561 + 2 × s)
= Exp(-1.7130 + 0.0028 × 1,561 + 2 × 0.0721)
= Exp(2.7833)
= $16.17

Bottom border of price channel:

Exp(Y1,076)
= Exp(a + b × X1,076 – 2 × s)
= Exp(a + b × 1,561 – 2 × s)
= Exp(-1.7130 + 0.0028 × 1,561 – 2 × 0.0721)
= Exp(2.4948)
= $12.12

May 2, 2024 calculations

Top border of price channel:

Exp(Y1,256)
= Exp(a + b × X1,256 + 2 × s)
= Exp(a + b × 1,822 + 2 × s)
= Exp(-1.7130 + 0.0028 × 1,822 + 2 × 0.0721)
= Exp(3.5110)
= $33.48

Bottom border of price channel:

Exp(Y1,256)
= Exp(a + b × X1,256 – 2 × s)
= Exp(a + b × 1,822 – 2 × s)
= Exp(-1.7130 + 0.0028 × 1,822 – 2 × 0.0721)
= Exp(3.2225)
= $25.09

Description

  • The primary trend is increasing.
  • The growth rate of the primary trend is 176.66% per annum.
  • TRIP price at the close of May 6, 2024 was $25.50 and was inside the primary price channel.

Secondary Trend

Start date: February 15, 2024
End date: May 6, 2024

a = 4.2719

b = -0.0005

s = 0.0282

Annual growth rate:

Exp(365 × b) – 1
= Exp(365 × -0.0005) – 1
= -18.18%

Price channel spread:

Exp(4 × s) – 1
= Exp(4 × 0.0282) – 1
= 11.95%

February 15, 2024 calculations

Top border of price channel:

Exp(Y1,203)
= Exp(a + b × X1,203 + 2 × s)
= Exp(a + b × 1,745 + 2 × s)
= Exp(4.2719 + -0.0005 × 1,745 + 2 × 0.0282)
= Exp(3.3690)
= $29.05

Bottom border of price channel:

Exp(Y1,203)
= Exp(a + b × X1,203 – 2 × s)
= Exp(a + b × 1,745 – 2 × s)
= Exp(4.2719 + -0.0005 × 1,745 – 2 × 0.0282)
= Exp(3.2561)
= $25.95

May 6, 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(4.2719 + -0.0005 × 1,826 + 2 × 0.0282)
= Exp(3.3245)
= $27.78

Bottom border of price channel:

Exp(Y1,258)
= Exp(a + b × X1,258 – 2 × s)
= Exp(a + b × 1,826 – 2 × s)
= Exp(4.2719 + -0.0005 × 1,826 – 2 × 0.0282)
= Exp(3.2116)
= $24.82

Description

  • The secondary trend is decreasing.
  • The decline rate of the secondary trend is 18.18% per annum.
  • TRIP price at the close of May 6, 2024 was inside the secondary price channel.