Abstract
We evaluate Whirlpool prediction models with Modular Neural Network (Emotional Trigger/Responses Analysis) and Factor1,2,3,4 and conclude that the WHR 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 Buy WHR stock.
Keywords: WHR, Whirlpool, stock forecast, machine learning based prediction, risk rating, buy-sell behaviour, stock analysis, target price analysis, options and futures.
Key Points
- How do you know when a stock will go up or down?
- Short/Long Term Stocks
- What is the use of Markov decision process?

WHR Target Price Prediction Modeling Methodology
We consider Whirlpool Stock Decision Process with Factor where A is the set of discrete actions of WHR 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(Factor)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 WHR 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?
WHR Stock Forecast (Buy or Sell) for (n+16 weeks)
Sample Set: Neural NetworkStock/Index: WHR Whirlpool
Time series to forecast n: 09 Sep 2022 for (n+16 weeks)
According to price forecasts for (n+16 weeks) period: The dominant strategy among neural network is to Buy WHR 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
Whirlpool assigned short-term B2 & long-term Ba3 forecasted stock rating. We evaluate the prediction models Modular Neural Network (Emotional Trigger/Responses Analysis) with Factor1,2,3,4 and conclude that the WHR 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 Buy WHR stock.
Financial State Forecast for WHR Stock Options & Futures
Rating | Short-Term | Long-Term Senior |
---|---|---|
Outlook* | B2 | Ba3 |
Operational Risk | 42 | 46 |
Market Risk | 56 | 85 |
Technical Analysis | 74 | 56 |
Fundamental Analysis | 43 | 77 |
Risk Unsystematic | 62 | 58 |
Prediction Confidence Score
References
- Hill JL. 2011. Bayesian nonparametric modeling for causal inference. J. Comput. Graph. Stat. 20:217–40
- Hastie T, Tibshirani R, Wainwright M. 2015. Statistical Learning with Sparsity: The Lasso and Generalizations. New York: CRC Press
- Matzkin RL. 2007. Nonparametric identification. In Handbook of Econometrics, Vol. 6B, ed. J Heckman, E Learner, pp. 5307–68. Amsterdam: Elsevier
- Hastie T, Tibshirani R, Tibshirani RJ. 2017. Extended comparisons of best subset selection, forward stepwise selection, and the lasso. arXiv:1707.08692 [stat.ME]
- Friedberg R, Tibshirani J, Athey S, Wager S. 2018. Local linear forests. arXiv:1807.11408 [stat.ML]
- Athey S, Wager S. 2017. Efficient policy learning. arXiv:1702.02896 [math.ST]
- G. Shani, R. Brafman, and D. Heckerman. An MDP-based recommender system. In Proceedings of the Eigh- teenth conference on Uncertainty in artificial intelligence, pages 453–460. Morgan Kaufmann Publishers Inc., 2002
Frequently Asked Questions
Q: What is the prediction methodology for WHR stock?A: WHR stock prediction methodology: We evaluate the prediction models Modular Neural Network (Emotional Trigger/Responses Analysis) and Factor
Q: Is WHR stock a buy or sell?
A: The dominant strategy among neural network is to Buy WHR Stock.
Q: Is Whirlpool stock a good investment?
A: The consensus rating for Whirlpool is Buy and assigned short-term B2 & long-term Ba3 forecasted stock rating.
Q: What is the consensus rating of WHR stock?
A: The consensus rating for WHR is Buy.
Q: What is the prediction period for WHR stock?
A: The prediction period for WHR is (n+16 weeks)
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