Veolia Environnement Pink Sheet Forecast - Double Exponential Smoothing

VEOEF Stock  USD 33.55  0.03  0.09%   
The Double Exponential Smoothing forecasted value of Veolia Environnement SA on the next trading day is expected to be 33.55 with a mean absolute deviation of 0.30 and the sum of the absolute errors of 17.89. Veolia Pink Sheet Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Veolia Environnement stock prices and determine the direction of Veolia Environnement SA's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Veolia Environnement's historical fundamentals, such as revenue growth or operating cash flow patterns.
Check out Historical Fundamental Analysis of Veolia Environnement to cross-verify your projections.
  
Most investors in Veolia Environnement 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 Veolia Environnement's time series price data and predict how it will affect future prices. One of these methodologies is forecasting, which interprets Veolia Environnement'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 Veolia Environnement works best with periods where there are trends or seasonality.

Veolia Environnement Double Exponential Smoothing Price Forecast For the 5th of June

Given 90 days horizon, the Double Exponential Smoothing forecasted value of Veolia Environnement SA on the next trading day is expected to be 33.55 with a mean absolute deviation of 0.30, mean absolute percentage error of 0.32, and the sum of the absolute errors of 17.89.
Please note that although there have been many attempts to predict Veolia Pink Sheet 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 Veolia Environnement's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Veolia Environnement Pink Sheet Forecast Pattern

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Veolia Environnement Forecasted Value

In the context of forecasting Veolia Environnement's Pink Sheet 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. Veolia Environnement's downside and upside margins for the forecasting period are 31.77 and 35.33, respectively. We have considered Veolia Environnement'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
33.55
33.55
Expected Value
35.33
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 Veolia Environnement pink sheet data series using in forecasting. Note that when a statistical model is used to represent Veolia Environnement pink sheet, 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 -0.0235
MADMean absolute deviation0.2982
MAPEMean absolute percentage error0.0094
SAESum of the absolute errors17.89
When Veolia Environnement SA 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 Veolia Environnement SA 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 Veolia Environnement observations are given relatively more weight in forecasting than the older observations.

Predictive Modules for Veolia Environnement

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Veolia Environnement. Regardless of method or technology, however, to accurately forecast the pink sheet market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the pink sheet 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, anticipate that the market will even out over time. This tendency of Veolia Environnement'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.
Hype
Prediction
LowEstimatedHigh
31.8033.5835.36
Details
Intrinsic
Valuation
LowRealHigh
30.9032.6834.46
Details
Bollinger
Band Projection (param)
LowMiddleHigh
29.7932.5835.36
Details

Other Forecasting Options for Veolia Environnement

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

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

Veolia Environnement Technical and Predictive Analytics

The pink sheet market is financially volatile. Despite the volatility, there exist limitless possibilities of gaining profits and building passive income portfolios. With the complexity of Veolia Environnement'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 Veolia Environnement's current price.

Veolia Environnement Market Strength Events

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

Veolia Environnement Risk Indicators

The analysis of Veolia Environnement'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 Veolia Environnement's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting veolia pink sheet 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.

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Other Information on Investing in Veolia Pink Sheet

Veolia Environnement financial ratios help investors to determine whether Veolia Pink Sheet 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 Veolia with respect to the benefits of owning Veolia Environnement security.