Ralph Lauren Stock Forecast - Double Exponential Smoothing

RL
 Stock
  

USD 85.43  2.96  3.35%   

Ralph Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Ralph Lauren historical stock prices and determine the direction of Ralph Lauren Corp's future trends based on various well-known forecasting models. However, solely looking at the historical price movement is usually misleading. Macroaxis recommends to always use this module together with analysis of Ralph Lauren historical fundamentals such as revenue growth or operating cash flow patterns.
Additionally, take a look at Historical Fundamental Analysis of Ralph Lauren to cross-verify your projections.
  

Open Interest Agains t 2022-10-21 Ralph Option Contracts

Although open interest is a measure utilized in the options markets, it could be used to forecast Ralph Lauren's spot prices because the number of available contracts in the market changes daily, and new contracts can be created or liquidated at will. Since open interest Ralph Lauren's options reflect these daily shifts, investors could use the patterns of these changes to develop long and short trading strategies Ralph Lauren stock based on available contracts left at the end of a trading day.
Please note, to derive more accurate forecasting about market movement from the current Ralph Lauren's open interest, investors have to compare it to Ralph Lauren's spot prices. As Ford's stock price increases, high open interest indicates that money is entering the market, and the market is strongly bullish. Conversely, if the price of Ralph Lauren is decreasing and there is high open interest, that is a sign that the bearish trend will continue, and investors may react by taking short positions in Ralph. So, decreasing or low open interest during a bull market indicates that investors are becoming uncertain of the depth of the bullish trend, and a reversal in sentiment will likely follow.
Most investors in Ralph Lauren cannot accurately predict what will happen the next trading day because, historically, stock markets tend to be unpredictable and even illogical. Modeling turbulent structures requires applying different statistical methods, techniques, and algorithms to find hidden data structures or patterns within the Ralph Lauren's time series price data and predict how it will affect future prices. One of these methodologies is forecasting, which interprets Ralph Lauren's price structures and extracts relationships that further increase the generated results' accuracy.
Double exponential smoothing - also known as Holt exponential smoothing is a refinement of the popular simple exponential smoothing model with an additional trending component. Double exponential smoothing model for Ralph Lauren works best with periods where there are trends or seasonality.

Ralph Lauren Double Exponential Smoothing Price Forecast For the 25th of September

Given 90 days horizon, the Double Exponential Smoothing forecasted value of Ralph Lauren Corp on the next trading day is expected to be 85.00 with a mean absolute deviation of 1.89, mean absolute percentage error of 5.79, and the sum of the absolute errors of 111.57.
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

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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 82.59 and 87.41, 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.
Market Value 85.43
85.00
Expected Value
87.41
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Double Exponential Smoothing 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.
AICAkaike Information CriteriaHuge
BiasArithmetic mean of the errors 0.461
MADMean absolute deviation1.8911
MAPEMean absolute percentage error0.02
SAESum of the absolute errors111.5721
When Ralph Lauren Corp prices exhibit either an increasing or decreasing trend over time, simple exponential smoothing forecasts tend to lag behind observations. Double exponential smoothing is designed to address this type of data series by taking into account any Ralph Lauren Corp trend in the prices. So in double exponential smoothing past observations are given exponentially smaller weights as the observations get older. In other words, recent Ralph Lauren observations are given relatively more weight in forecasting than the older observations.

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 Corp. Regardless of method or technology, however, to accurately forecast the stock or bond 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.
Sophisticated investors, who have witnessed many market ups and downs, frequently view the market will even out over time. This tendency of Ralph Lauren's price to converge to an average value over time is called mean reversion. However, historically, high market prices usually discourage investors that believe in mean reversion to invest, while low prices are viewed as an opportunity to buy. Please use the tools below to analyze the current value of Ralph Lauren in the context of predictive analytics.
Hype
Prediction
LowEstimated ValueHigh
83.2485.6788.10
Details
Intrinsic
Valuation
LowReal ValueHigh
76.89106.76109.19
Details
11 Analysts
Consensus
LowTarget PriceHigh
109.00135.77170.00
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Ralph Lauren. Your research has to be compared to or analyzed against Ralph Lauren's peers to derive any actionable benefits. When done correctly, Ralph Lauren's competitive analysis will give you plenty of quantitative and qualitative data to validate your investment decisions or develop an entirely new strategy towards taking a position in Ralph Lauren Corp.

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.
BUSHVELD MINERALS LTDAmn Healthcare ServicesTwist Bioscience CorpFreedom Holding CorpGx Nasdaq-100 CoveredFranklin Mutual EuropeanNatural Hlth TrdUSA Value FactorBetapro Canadian GoldAramark Holdings CorpLong-Term Govt BondMaiden Holdings NorthSeagate Technology HldgsVistra Energy CorpExxon Mobil Corp
 Risk & Return  Correlation

Ralph Lauren Corp 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.

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 Corp 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 helping accuretelly forecast 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 funamental techniques of forecasting Ralph Lauren stock price, 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.
Please note, the risk measures we provide can be used independently or collectively to perform a risk assessment. When comparing two potential stock investments, we recommend comparing similar equities with homogenous growth potential and valuation from related markets to determine which investment holds the most risk.

Be your own money manager

Our tools can tell you how much better you can do entering a position in Ralph Lauren without increasing your portfolio risk or giving up the expected return. As an individual investor, you need to find a reliable way to track all your investment portfolios. However, your requirements will often be based on how much of the process you decide to do yourself. In addition to allowing all investors analytical transparency into all their portfolios, our tools can evaluate risk-adjusted returns of your individual positions relative to your overall portfolio.

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Additionally, take a look at Historical Fundamental Analysis of Ralph Lauren to cross-verify your projections. You can also try Portfolio Holdings module to check your current holdings and cash postion to detemine if your portfolio needs rebalancing.

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Is Ralph Lauren's industry expected to grow? Or is there an opportunity to expand the business' product line in the future? Factors like these will boost the valuation of Ralph Lauren. If investors know Ralph will grow in the future, the company's valuation will be higher. The financial industry is built on trying to define current growth potential and future valuation accurately. All the valuation information about Ralph Lauren listed above have to be considered, but the key to understanding future value is determining which factors weigh more heavily than others.
The market value of Ralph Lauren Corp is measured differently than its book value, which is the value of Ralph that is recorded on the company's balance sheet. Investors also form their own opinion of Ralph Lauren's value that differs from its market value or its book value, called intrinsic value, which is Ralph Lauren's true underlying value. Investors use various methods to calculate intrinsic value and buy a stock when its market value falls below its intrinsic value. Because Ralph Lauren's market value can be influenced by many factors that don't directly affect Ralph Lauren's underlying business (such as a pandemic or basic market pessimism), market value can vary widely from intrinsic value.
Please note, there is a significant difference between Ralph Lauren's value and its price as these two are different measures arrived at by different means. Investors typically determine Ralph Lauren value by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Ralph Lauren's price is the amount at which it trades on the open market and represents the number that a seller and buyer find agreeable to each party.