PNM Resources Inc (PNM)
PNM Resources, Inc., provides electricity and electrical services in the United States. The company is headquartered in Albuquerque, New Mexico.
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 17.28% per annum.
- PNM price at the close of August 2, 2024 was $41.77 and was higher than the top border of the primary price channel by $4.23 (11.27%). This indicates a possible reversal in the primary trend direction.
- The secondary trend is increasing.
- The growth rate of the secondary trend is 648.82% per annum.
- PNM price at the close of August 2, 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 PNM 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: November 21, 2022
End date: July 10, 2024
a = 4.4427
b = -0.0005
s = 0.0341
Annual growth rate:
Exp(365 × b) – 1
= Exp(365 × -0.0005) – 1
= -17.28%
Price channel spread:
Exp(4 × s) – 1
= Exp(4 × 0.0341) – 1
= 14.63%
November 21, 2022 calculations
Top border of price channel:
Exp(Y748)
= Exp(a + b × X748 + 2 × s)
= Exp(a + b × 1,084 + 2 × s)
= Exp(4.4427 + -0.0005 × 1,084 + 2 × 0.0341)
= Exp(3.9476)
= $51.81
Bottom border of price channel:
Exp(Y748)
= Exp(a + b × X748 – 2 × s)
= Exp(a + b × 1,084 – 2 × s)
= Exp(4.4427 + -0.0005 × 1,084 – 2 × 0.0341)
= Exp(3.8111)
= $45.20
July 10, 2024 calculations
Top border of price channel:
Exp(Y1,156)
= Exp(a + b × X1,156 + 2 × s)
= Exp(a + b × 1,681 + 2 × s)
= Exp(4.4427 + -0.0005 × 1,681 + 2 × 0.0341)
= Exp(3.6373)
= $37.99
Bottom border of price channel:
Exp(Y1,156)
= Exp(a + b × X1,156 – 2 × s)
= Exp(a + b × 1,681 – 2 × s)
= Exp(4.4427 + -0.0005 × 1,681 – 2 × 0.0341)
= Exp(3.5008)
= $33.14
Description
- The primary trend is decreasing.
- The decline rate of the primary trend is 17.28% per annum.
- PNM price at the close of August 2, 2024 was $41.77 and was higher than the top border of the primary price channel by $4.23 (11.27%). This indicates a possible reversal in the primary trend direction.
Secondary Trend
Start date: July 1, 2024
End date: August 2, 2024
a = -5.6551
b = 0.0055
s = 0.0129
Annual growth rate:
Exp(365 × b) – 1
= Exp(365 × 0.0055) – 1
= 648.82%
Price channel spread:
Exp(4 × s) – 1
= Exp(4 × 0.0129) – 1
= 5.29%
July 1, 2024 calculations
Top border of price channel:
Exp(Y1,150)
= Exp(a + b × X1,150 + 2 × s)
= Exp(a + b × 1,672 + 2 × s)
= Exp(-5.6551 + 0.0055 × 1,672 + 2 × 0.0129)
= Exp(3.5934)
= $36.36
Bottom border of price channel:
Exp(Y1,150)
= Exp(a + b × X1,150 – 2 × s)
= Exp(a + b × 1,672 – 2 × s)
= Exp(-5.6551 + 0.0055 × 1,672 – 2 × 0.0129)
= Exp(3.5419)
= $34.53
August 2, 2024 calculations
Top border of price channel:
Exp(Y1,173)
= Exp(a + b × X1,173 + 2 × s)
= Exp(a + b × 1,704 + 2 × s)
= Exp(-5.6551 + 0.0055 × 1,704 + 2 × 0.0129)
= Exp(3.7699)
= $43.38
Bottom border of price channel:
Exp(Y1,173)
= Exp(a + b × X1,173 – 2 × s)
= Exp(a + b × 1,704 – 2 × s)
= Exp(-5.6551 + 0.0055 × 1,704 – 2 × 0.0129)
= Exp(3.7184)
= $41.20
Description
- The secondary trend is increasing.
- The growth rate of the secondary trend is 648.82% per annum.
- PNM price at the close of August 2, 2024 was inside the secondary price channel.