Unibail Rodamco Stock Forecast - Triple Exponential Smoothing

URW Stock   6.03  0.03  0.50%   
The Triple Exponential Smoothing forecasted value of Unibail Rodamco Westfield SE on the next trading day is expected to be 6.03 with a mean absolute deviation of 0.08 and the sum of the absolute errors of 4.43. Unibail Stock Forecast is based on your current time horizon.
  
Triple exponential smoothing for Unibail Rodamco - also known as the Winters method - is a refinement of the popular double exponential smoothing model with the addition of periodicity (seasonality) component. Simple exponential smoothing technique works best with data where there are no trend or seasonality components to the data. When Unibail Rodamco 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 trend in Unibail Rodamco price movement. However, neither of these exponential smoothing models address any seasonality of Unibail Rodamco West.

Unibail Rodamco Triple Exponential Smoothing Price Forecast For the 24th of November

Given 90 days horizon, the Triple Exponential Smoothing forecasted value of Unibail Rodamco Westfield SE on the next trading day is expected to be 6.03 with a mean absolute deviation of 0.08, mean absolute percentage error of 0.01, and the sum of the absolute errors of 4.43.
Please note that although there have been many attempts to predict Unibail 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 Unibail Rodamco's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Unibail Rodamco Stock Forecast Pattern

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Unibail Rodamco Forecasted Value

In the context of forecasting Unibail Rodamco'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. Unibail Rodamco's downside and upside margins for the forecasting period are 4.60 and 7.46, respectively. We have considered Unibail Rodamco'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
6.03
6.03
Expected Value
7.46
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Triple Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of Unibail Rodamco stock data series using in forecasting. Note that when a statistical model is used to represent Unibail Rodamco 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 0.0147
MADMean absolute deviation0.0751
MAPEMean absolute percentage error0.0122
SAESum of the absolute errors4.4304
As with simple exponential smoothing, in triple exponential smoothing models past Unibail Rodamco observations are given exponentially smaller weights as the observations get older. In other words, recent observations are given relatively more weight in forecasting than the older Unibail Rodamco Westfield SE observations.

Predictive Modules for Unibail Rodamco

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Unibail Rodamco West. 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.
Hype
Prediction
LowEstimatedHigh
4.606.037.46
Details
Intrinsic
Valuation
LowRealHigh
3.665.096.52
Details

Other Forecasting Options for Unibail Rodamco

For every potential investor in Unibail, whether a beginner or expert, Unibail Rodamco's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Unibail Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Unibail. Basic forecasting techniques help filter out the noise by identifying Unibail Rodamco's price trends.

Unibail Rodamco 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 Unibail Rodamco stock to make a market-neutral strategy. Peer analysis of Unibail Rodamco could also be used in its relative valuation, which is a method of valuing Unibail Rodamco by comparing valuation metrics with similar companies.
 Risk & Return  Correlation

Unibail Rodamco West 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 Unibail Rodamco'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 Unibail Rodamco's current price.

Unibail Rodamco Market Strength Events

Market strength indicators help investors to evaluate how Unibail Rodamco stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Unibail Rodamco shares will generate the highest return on investment. By undertsting and applying Unibail Rodamco stock market strength indicators, traders can identify Unibail Rodamco Westfield SE entry and exit signals to maximize returns.

Unibail Rodamco Risk Indicators

The analysis of Unibail Rodamco'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 Unibail Rodamco's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting unibail 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.
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.

Thematic Opportunities

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Additional Tools for Unibail Stock Analysis

When running Unibail Rodamco's price analysis, check to measure Unibail Rodamco's market volatility, profitability, liquidity, solvency, efficiency, growth potential, financial leverage, and other vital indicators. We have many different tools that can be utilized to determine how healthy Unibail Rodamco is operating at the current time. Most of Unibail Rodamco's value examination focuses on studying past and present price action to predict the probability of Unibail Rodamco's future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move Unibail Rodamco's price. Additionally, you may evaluate how the addition of Unibail Rodamco to your portfolios can decrease your overall portfolio volatility.