When to Sell and When to Hold HAE Stock


Abstract

We evaluate Haemonetics prediction models with Active Learning (ML) and Stepwise Regression1,2,3,4 and conclude that the HAE stock is predictable in the short/long term. According to price forecasts for (n+8 weeks) period: The dominant strategy among neural network is to Buy HAE stock.


Keywords: HAE, Haemonetics, stock forecast, machine learning based prediction, risk rating, buy-sell behaviour, stock analysis, target price analysis, options and futures.

Key Points

  1. What are the most successful trading algorithms?
  2. What is statistical models in machine learning?
  3. Stock Forecast Based On a Predictive Algorithm

HAE Target Price Prediction Modeling Methodology

We consider Haemonetics Stock Decision Process with Stepwise Regression where A is the set of discrete actions of HAE 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(Stepwise Regression)5,6,7= p a 1 p a 2 p 1 n p j 1 p j 2 p j n p k 1 p k 2 p k n p n 1 p n 2 p n n X R(Active Learning (ML)) X S(n):→ (n+8 weeks) R = r 1 r 2 r 3

n:Time series to forecast

p:Price signals of HAE 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?

HAE Stock Forecast (Buy or Sell) for (n+8 weeks)

Sample Set: Neural Network
Stock/Index: HAE Haemonetics
Time series to forecast n: 03 Sep 2022 for (n+8 weeks)

According to price forecasts for (n+8 weeks) period: The dominant strategy among neural network is to Buy HAE 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

Haemonetics assigned short-term Ba3 & long-term Ba3 forecasted stock rating. We evaluate the prediction models Active Learning (ML) with Stepwise Regression1,2,3,4 and conclude that the HAE stock is predictable in the short/long term. According to price forecasts for (n+8 weeks) period: The dominant strategy among neural network is to Buy HAE stock.

Financial State Forecast for HAE Stock Options & Futures

Rating Short-Term Long-Term Senior
Outlook*Ba3Ba3
Operational Risk 4865
Market Risk8670
Technical Analysis6069
Fundamental Analysis4740
Risk Unsystematic7566

Prediction Confidence Score

Trust metric by Neural Network: 83 out of 100 with 591 signals.

References

  1. Jacobs B, Donkers B, Fok D. 2014. Product Recommendations Based on Latent Purchase Motivations. Rotterdam, Neth.: ERIM
  2. Breiman L. 1996. Bagging predictors. Mach. Learn. 24:123–40
  3. White H. 1992. Artificial Neural Networks: Approximation and Learning Theory. Oxford, UK: Blackwell
  4. Imbens GW, Rubin DB. 2015. Causal Inference in Statistics, Social, and Biomedical Sciences. Cambridge, UK: Cambridge Univ. Press
  5. Barrett, C. B. (1997), "Heteroscedastic price forecasting for food security management in developing countries," Oxford Development Studies, 25, 225–236.
  6. Hastie T, Tibshirani R, Friedman J. 2009. The Elements of Statistical Learning. Berlin: Springer
  7. M. L. Littman. Markov games as a framework for multi-agent reinforcement learning. In Ma- chine Learning, Proceedings of the Eleventh International Conference, Rutgers University, New Brunswick, NJ, USA, July 10-13, 1994, pages 157–163, 1994
Frequently Asked QuestionsQ: What is the prediction methodology for HAE stock?
A: HAE stock prediction methodology: We evaluate the prediction models Active Learning (ML) and Stepwise Regression
Q: Is HAE stock a buy or sell?
A: The dominant strategy among neural network is to Buy HAE Stock.
Q: Is Haemonetics stock a good investment?
A: The consensus rating for Haemonetics is Buy and assigned short-term Ba3 & long-term Ba3 forecasted stock rating.
Q: What is the consensus rating of HAE stock?
A: The consensus rating for HAE is Buy.
Q: What is the prediction period for HAE stock?
A: The prediction period for HAE is (n+8 weeks)

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