Synopsys Inc (SNPS)
Synopsys is an American electronic design automation company that focuses on silicon design and verification, silicon intellectual property and software security and quality. Products include logic synthesis, behavioral synthesis, place and route, static timing analysis, formal verification, hardware description language (SystemC, SystemVerilog/Verilog, VHDL) simulators, and transistor-level circuit simulation.
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 58.05% per annum.
- SNPS price at the close of May 7, 2024 was $549.61 and was lower than the bottom border of the primary price channel by $19.13 (3.36%). This indicates a possible reversal in the primary trend direction.
- The secondary trend is decreasing.
- The decline rate of the secondary trend is 39.49% per annum.
- SNPS price at the close of May 7, 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 SNPS 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: September 21, 2022
End date: April 8, 2024
a = 4.1436
b = 0.0013
s = 0.0450
Annual growth rate:
Exp(365 × b) – 1
= Exp(365 × 0.0013) – 1
= 58.05%
Price channel spread:
Exp(4 × s) – 1
= Exp(4 × 0.0450) – 1
= 19.73%
September 21, 2022 calculations
Top border of price channel:
Exp(Y850)
= Exp(a + b × X850 + 2 × s)
= Exp(a + b × 1,232 + 2 × s)
= Exp(4.1436 + 0.0013 × 1,232 + 2 × 0.0450)
= Exp(5.7786)
= $323.30
Bottom border of price channel:
Exp(Y850)
= Exp(a + b × X850 – 2 × s)
= Exp(a + b × 1,232 – 2 × s)
= Exp(4.1436 + 0.0013 × 1,232 – 2 × 0.0450)
= Exp(5.5985)
= $270.03
April 8, 2024 calculations
Top border of price channel:
Exp(Y1,237)
= Exp(a + b × X1,237 + 2 × s)
= Exp(a + b × 1,797 + 2 × s)
= Exp(4.1436 + 0.0013 × 1,797 + 2 × 0.0450)
= Exp(6.4871)
= $656.61
Bottom border of price channel:
Exp(Y1,237)
= Exp(a + b × X1,237 – 2 × s)
= Exp(a + b × 1,797 – 2 × s)
= Exp(4.1436 + 0.0013 × 1,797 – 2 × 0.0450)
= Exp(6.3071)
= $548.43
Description
- The primary trend is increasing.
- The growth rate of the primary trend is 58.05% per annum.
- SNPS price at the close of May 7, 2024 was $549.61 and was lower than the bottom border of the primary price channel by $19.13 (3.36%). This indicates a possible reversal in the primary trend direction.
Secondary Trend
Start date: February 22, 2024
End date: May 7, 2024
a = 8.7899
b = -0.0014
s = 0.0287
Annual growth rate:
Exp(365 × b) – 1
= Exp(365 × -0.0014) – 1
= -39.49%
Price channel spread:
Exp(4 × s) – 1
= Exp(4 × 0.0287) – 1
= 12.15%
February 22, 2024 calculations
Top border of price channel:
Exp(Y1,206)
= Exp(a + b × X1,206 + 2 × s)
= Exp(a + b × 1,751 + 2 × s)
= Exp(8.7899 + -0.0014 × 1,751 + 2 × 0.0287)
= Exp(6.4375)
= $624.87
Bottom border of price channel:
Exp(Y1,206)
= Exp(a + b × X1,206 – 2 × s)
= Exp(a + b × 1,751 – 2 × s)
= Exp(8.7899 + -0.0014 × 1,751 – 2 × 0.0287)
= Exp(6.3228)
= $557.15
May 7, 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(8.7899 + -0.0014 × 1,826 + 2 × 0.0287)
= Exp(6.3343)
= $563.59
Bottom border of price channel:
Exp(Y1,258)
= Exp(a + b × X1,258 – 2 × s)
= Exp(a + b × 1,826 – 2 × s)
= Exp(8.7899 + -0.0014 × 1,826 – 2 × 0.0287)
= Exp(6.2196)
= $502.52
Description
- The secondary trend is decreasing.
- The decline rate of the secondary trend is 39.49% per annum.
- SNPS price at the close of May 7, 2024 was inside the secondary price channel.