Buy, sell or hold: LON:LDSG Stock Forecast

Abstract

We evaluate LEEDS GROUP PLC prediction models with Modular Neural Network (Market Volatility Analysis) and Multiple Regression^1,2,3,4 and conclude that the LON:LDSG stock is predictable in the short/long term. According to price forecasts for (n+4 weeks) period: The dominant strategy among neural network is to Buy LON:LDSG stock.

Keywords: LON:LDSG, LEEDS GROUP PLC, 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. Can statistics predict the future?
3. Prediction Modeling

LON:LDSG Target Price Prediction Modeling Methodology

We consider LEEDS GROUP PLC Stock Decision Process with Multiple Regression where A is the set of discrete actions of LON:LDSG 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(Multiple Regression)^5,6,7= $\begin{array}{cccc}{p}_{\mathrm{a}1}& p_{\mathrm{a}2}& \dots & p_{1n}\\ & ⋮\\ p_{j1}& p_{j2}& \dots & p_{jn}\\ & ⋮\\ p_{k1}& p_{k2}& \dots & p_{kn}\\ & ⋮\\ p_{n1}& p_{n2}& \dots & p_{nn}\end{array}$ X R(Modular Neural Network (Market Volatility Analysis)) X S(n):→ (n+4 weeks) $R=\left(\begin{array}{ccc}1& 0& 0\\ 0& 1& 0\\ 0& 0& 1\end{array}\right)$

n:Time series to forecast

p:Price signals of LON:LDSG 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?

LON:LDSG Stock Forecast (Buy or Sell) for (n+4 weeks)

Sample Set: Neural Network
Stock/Index: LON:LDSG LEEDS GROUP PLC
Time series to forecast n: 09 Sep 2022 for (n+4 weeks)

According to price forecasts for (n+4 weeks) period: The dominant strategy among neural network is to Buy LON:LDSG 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

LEEDS GROUP PLC assigned short-term Ba3 & long-term Ba1 forecasted stock rating. We evaluate the prediction models Modular Neural Network (Market Volatility Analysis) with Multiple Regression^1,2,3,4 and conclude that the LON:LDSG stock is predictable in the short/long term. According to price forecasts for (n+4 weeks) period: The dominant strategy among neural network is to Buy LON:LDSG stock.

Financial State Forecast for LON:LDSG Stock Options & Futures

Rating	Short-Term	Long-Term Senior
Outlook*	Ba3	Ba1
Operational Risk	45	83
Market Risk	80	47
Technical Analysis	57	80
Fundamental Analysis	54	72
Risk Unsystematic	85	73

Prediction Confidence Score

Trust metric by Neural Network: 91 out of 100 with 746 signals.

References

1. Bai J, Ng S. 2002. Determining the number of factors in approximate factor models. Econometrica 70:191–221
2. L. Busoniu, R. Babuska, and B. D. Schutter. A comprehensive survey of multiagent reinforcement learning. IEEE Transactions of Systems, Man, and Cybernetics Part C: Applications and Reviews, 38(2), 2008.
3. Arjovsky M, Bottou L. 2017. Towards principled methods for training generative adversarial networks. arXiv:1701.04862 [stat.ML]
4. Breiman L. 1993. Better subset selection using the non-negative garotte. Tech. Rep., Univ. Calif., Berkeley
5. Imbens GW, Rubin DB. 2015. Causal Inference in Statistics, Social, and Biomedical Sciences. Cambridge, UK: Cambridge Univ. Press
6. Harris ZS. 1954. Distributional structure. Word 10:146–62
7. Mnih A, Hinton GE. 2007. Three new graphical models for statistical language modelling. In International Conference on Machine Learning, pp. 641–48. La Jolla, CA: Int. Mach. Learn. Soc.

Frequently Asked Questions

Q: What is the prediction methodology for LON:LDSG stock?
A: LON:LDSG stock prediction methodology: We evaluate the prediction models Modular Neural Network (Market Volatility Analysis) and Multiple Regression
Q: Is LON:LDSG stock a buy or sell?
A: The dominant strategy among neural network is to Buy LON:LDSG Stock.
Q: Is LEEDS GROUP PLC stock a good investment?
A: The consensus rating for LEEDS GROUP PLC is Buy and assigned short-term Ba3 & long-term Ba1 forecasted stock rating.
Q: What is the consensus rating of LON:LDSG stock?
A: The consensus rating for LON:LDSG is Buy.
Q: What is the prediction period for LON:LDSG stock?
A: The prediction period for LON:LDSG is (n+4 weeks)

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