Ralph Lauren Stock Forecast - Polynomial Regression
| PRL Stock | EUR 191.04 0.68 0.35% |
The Polynomial Regression forecasted value of Ralph Lauren on the next trading day is expected to be 195.24 with a mean absolute deviation of 3.19 and the sum of the absolute errors of 194.78. Ralph Stock Forecast is based on your current time horizon. We recommend always using this module together with an analysis of Ralph Lauren's historical fundamentals, such as revenue growth or operating cash flow patterns.
Ralph |
Ralph Lauren Polynomial Regression Price Forecast For the 24th of November
Given 90 days horizon, the Polynomial Regression forecasted value of Ralph Lauren on the next trading day is expected to be 195.24 with a mean absolute deviation of 3.19, mean absolute percentage error of 21.67, and the sum of the absolute errors of 194.78.Please note that although there have been many attempts to predict Ralph Stock prices using its time series forecasting, we generally do not recommend using it to place bets in the real market. The most commonly used models for forecasting predictions are the autoregressive models, which specify that Ralph Lauren's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Ralph Lauren Stock Forecast Pattern
| Backtest Ralph Lauren | Ralph Lauren Price Prediction | Buy or Sell Advice |
Ralph Lauren Forecasted Value
In the context of forecasting Ralph Lauren's Stock value on the next trading day, we examine the predictive performance of the model to find good statistically significant boundaries of downside and upside scenarios. Ralph Lauren's downside and upside margins for the forecasting period are 193.51 and 196.98, respectively. We have considered Ralph Lauren's daily market price to evaluate the above model's predictive performance. Remember, however, there is no scientific proof or empirical evidence that traditional linear or nonlinear forecasting models outperform artificial intelligence and frequency domain models to provide accurate forecasts consistently.
Model Predictive Factors
The below table displays some essential indicators generated by the model showing the Polynomial Regression forecasting method's relative quality and the estimations of the prediction error of Ralph Lauren stock data series using in forecasting. Note that when a statistical model is used to represent Ralph Lauren stock, the representation will rarely be exact; so some information will be lost using the model to explain the process. AIC estimates the relative amount of information lost by a given model: the less information a model loses, the higher its quality.| AIC | Akaike Information Criteria | 121.1863 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 3.1931 |
| MAPE | Mean absolute percentage error | 0.0174 |
| SAE | Sum of the absolute errors | 194.7795 |
Predictive Modules for Ralph Lauren
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Ralph Lauren. Regardless of method or technology, however, to accurately forecast the stock market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the stock market accurately is still an essential part of the overall investment decision process. Using different forecasting techniques and comparing the results might improve your chances of accuracy even though unexpected events may often change the market sentiment and impact your forecasting results.Other Forecasting Options for Ralph Lauren
For every potential investor in Ralph, whether a beginner or expert, Ralph Lauren's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Ralph Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Ralph. Basic forecasting techniques help filter out the noise by identifying Ralph Lauren's price trends.Ralph Lauren Related Equities
One of the popular trading techniques among algorithmic traders is to use market-neutral strategies where every trade hedges away some risk. Because there are two separate transactions required, even if one position performs unexpectedly, the other equity can make up some of the losses. Below are some of the equities that can be combined with Ralph Lauren stock to make a market-neutral strategy. Peer analysis of Ralph Lauren could also be used in its relative valuation, which is a method of valuing Ralph Lauren by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
Ralph Lauren Technical and Predictive Analytics
The stock market is financially volatile. Despite the volatility, there exist limitless possibilities of gaining profits and building passive income portfolios. With the complexity of Ralph Lauren's price movements, a comprehensive understanding of forecasting methods that an investor can rely on to make the right move is invaluable. These methods predict trends that assist an investor in predicting the movement of Ralph Lauren's current price.| Cycle Indicators | ||
| Math Operators | ||
| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
| Pattern Recognition | ||
| Price Transform | ||
| Statistic Functions | ||
| Volatility Indicators | ||
| Volume Indicators |
Ralph Lauren Market Strength Events
Market strength indicators help investors to evaluate how Ralph Lauren stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Ralph Lauren shares will generate the highest return on investment. By undertsting and applying Ralph Lauren stock market strength indicators, traders can identify Ralph Lauren entry and exit signals to maximize returns.
Ralph Lauren Risk Indicators
The analysis of Ralph Lauren's basic risk indicators is one of the essential steps in accurately forecasting its future price. The process involves identifying the amount of risk involved in Ralph Lauren's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting ralph stock prices, we also provide a set of basic risk indicators that can assist in the individual investment decision or help in hedging the risk of your existing portfolios.
| Mean Deviation | 1.29 | |||
| Semi Deviation | 1.03 | |||
| Standard Deviation | 1.73 | |||
| Variance | 3.0 | |||
| Downside Variance | 1.73 | |||
| Semi Variance | 1.07 | |||
| Expected Short fall | (1.61) |
Please note, the risk measures we provide can be used independently or collectively to perform a risk assessment. When comparing two potential investments, we recommend comparing similar equities with homogenous growth potential and valuation from related markets to determine which investment holds the most risk.
Currently Active Assets on Macroaxis
Other Information on Investing in Ralph Stock
Ralph Lauren financial ratios help investors to determine whether Ralph Stock is cheap or expensive when compared to a particular measure, such as profits or enterprise value. In other words, they help investors to determine the cost of investment in Ralph with respect to the benefits of owning Ralph Lauren security.