Abstract
We evaluate NRG Energy prediction models with Modular Neural Network (Emotional Trigger/Responses Analysis) and Spearman Correlation1,2,3,4 and conclude that the NRG stock is predictable in the short/long term. According to price forecasts for (n+16 weeks) period: The dominant strategy among neural network is to Hold NRG stock.
Keywords: NRG, NRG Energy, stock forecast, machine learning based prediction, risk rating, buy-sell behaviour, stock analysis, target price analysis, options and futures.
Key Points
- What is a prediction confidence?
- Technical Analysis with Algorithmic Trading
- Which neural network is best for prediction?

NRG Target Price Prediction Modeling Methodology
We consider NRG Energy Stock Decision Process with Spearman Correlation where A is the set of discrete actions of NRG stock holders, F is the set of discrete states, P : S × F × S → R is the transition probability distribution, R : S × F → R is the reaction function, and γ ∈ [0, 1] is a move factor for expectation.1,2,3,4
F(Spearman Correlation)5,6,7= X R(Modular Neural Network (Emotional Trigger/Responses Analysis)) X S(n):→ (n+16 weeks)
n:Time series to forecast
p:Price signals of NRG stock
j:Nash equilibria
k:Dominated move
a:Best response for target price
For further technical information as per how our model work we invite you to visit the article below:
How do AC Investment Research machine learning (predictive) algorithms actually work?
NRG Stock Forecast (Buy or Sell) for (n+16 weeks)
Sample Set: Neural NetworkStock/Index: NRG NRG Energy
Time series to forecast n: 06 Sep 2022 for (n+16 weeks)
According to price forecasts for (n+16 weeks) period: The dominant strategy among neural network is to Hold NRG stock.
X axis: *Likelihood% (The higher the percentage value, the more likely the event will occur.)
Y axis: *Potential Impact% (The higher the percentage value, the more likely the price will deviate.)
Z axis (Yellow to Green): *Technical Analysis%
Conclusions
NRG Energy assigned short-term B2 & long-term B1 forecasted stock rating. We evaluate the prediction models Modular Neural Network (Emotional Trigger/Responses Analysis) with Spearman Correlation1,2,3,4 and conclude that the NRG stock is predictable in the short/long term. According to price forecasts for (n+16 weeks) period: The dominant strategy among neural network is to Hold NRG stock.
Financial State Forecast for NRG Stock Options & Futures
Rating | Short-Term | Long-Term Senior |
---|---|---|
Outlook* | B2 | B1 |
Operational Risk | 50 | 43 |
Market Risk | 45 | 77 |
Technical Analysis | 77 | 39 |
Fundamental Analysis | 59 | 87 |
Risk Unsystematic | 45 | 35 |
Prediction Confidence Score
References
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Frequently Asked Questions
Q: What is the prediction methodology for NRG stock?A: NRG stock prediction methodology: We evaluate the prediction models Modular Neural Network (Emotional Trigger/Responses Analysis) and Spearman Correlation
Q: Is NRG stock a buy or sell?
A: The dominant strategy among neural network is to Hold NRG Stock.
Q: Is NRG Energy stock a good investment?
A: The consensus rating for NRG Energy is Hold and assigned short-term B2 & long-term B1 forecasted stock rating.
Q: What is the consensus rating of NRG stock?
A: The consensus rating for NRG is Hold.
Q: What is the prediction period for NRG stock?
A: The prediction period for NRG is (n+16 weeks)