Abstract
We evaluate Ralph Lauren Corporation prediction models with Ensemble Learning (ML) and Wilcoxon Sign-Rank Test1,2,3,4 and conclude that the RL 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 RL stock.
Keywords: RL, Ralph Lauren Corporation, stock forecast, machine learning based prediction, risk rating, buy-sell behaviour, stock analysis, target price analysis, options and futures.
Key Points
- What are the most successful trading algorithms?
- What are main components of Markov decision process?
- Trading Signals

RL Target Price Prediction Modeling Methodology
We consider Ralph Lauren Corporation Stock Decision Process with Wilcoxon Sign-Rank Test where A is the set of discrete actions of RL 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(Wilcoxon Sign-Rank Test)5,6,7= X R(Ensemble Learning (ML)) X S(n):→ (n+4 weeks)
n:Time series to forecast
p:Price signals of RL 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?
RL Stock Forecast (Buy or Sell) for (n+4 weeks)
Sample Set: Neural NetworkStock/Index: RL Ralph Lauren Corporation
Time series to forecast n: 02 Sep 2022 for (n+4 weeks)
According to price forecasts for (n+4 weeks) period: The dominant strategy among neural network is to Buy RL 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
Ralph Lauren Corporation assigned short-term B1 & long-term B1 forecasted stock rating. We evaluate the prediction models Ensemble Learning (ML) with Wilcoxon Sign-Rank Test1,2,3,4 and conclude that the RL 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 RL stock.
Financial State Forecast for RL Stock Options & Futures
Rating | Short-Term | Long-Term Senior |
---|---|---|
Outlook* | B1 | B1 |
Operational Risk | 81 | 65 |
Market Risk | 75 | 46 |
Technical Analysis | 43 | 86 |
Fundamental Analysis | 51 | 58 |
Risk Unsystematic | 61 | 41 |
Prediction Confidence Score
References
- Hartigan JA, Wong MA. 1979. Algorithm as 136: a k-means clustering algorithm. J. R. Stat. Soc. Ser. C 28:100–8
- Christou, C., P. A. V. B. Swamy G. S. Tavlas (1996), "Modelling optimal strategies for the allocation of wealth in multicurrency investments," International Journal of Forecasting, 12, 483–493.
- Miller A. 2002. Subset Selection in Regression. New York: CRC Press
- A. Shapiro, W. Tekaya, J. da Costa, and M. Soares. Risk neutral and risk averse stochastic dual dynamic programming method. European journal of operational research, 224(2):375–391, 2013
- Athey S, Bayati M, Imbens G, Zhaonan Q. 2019. Ensemble methods for causal effects in panel data settings. NBER Work. Pap. 25675
- Athey S, Mobius MM, Pál J. 2017c. The impact of aggregators on internet news consumption. Unpublished manuscript, Grad. School Bus., Stanford Univ., Stanford, CA
- Hoerl AE, Kennard RW. 1970. Ridge regression: biased estimation for nonorthogonal problems. Technometrics 12:55–67
Frequently Asked Questions
Q: What is the prediction methodology for RL stock?A: RL stock prediction methodology: We evaluate the prediction models Ensemble Learning (ML) and Wilcoxon Sign-Rank Test
Q: Is RL stock a buy or sell?
A: The dominant strategy among neural network is to Buy RL Stock.
Q: Is Ralph Lauren Corporation stock a good investment?
A: The consensus rating for Ralph Lauren Corporation is Buy and assigned short-term B1 & long-term B1 forecasted stock rating.
Q: What is the consensus rating of RL stock?
A: The consensus rating for RL is Buy.
Q: What is the prediction period for RL stock?
A: The prediction period for RL is (n+4 weeks)
People also ask
⚐ What are the top stocks to invest in right now?☵ What happens to stocks when they're delisted?
- Live broadcast of expert trader insights
- Real-time stock market analysis
- Access to a library of research data (Api)
- Real-time updates
- In-depth research reports (Pdf)