Endesa SA Pink Sheet Forecast - Simple Moving Average

ELEZF Stock  USD 22.00  0.00  0.00%   
The Simple Moving Average forecasted value of Endesa SA on the next trading day is expected to be 22.00 with a mean absolute deviation of 0.09 and the sum of the absolute errors of 5.43. Endesa Pink Sheet Forecast is based on your current time horizon. We recommend always using this module together with an analysis of Endesa SA's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
A two period moving average forecast for Endesa SA is based on an daily price series in which the stock price on a given day is replaced by the mean of that price and the preceding price. This model is best suited to price patterns experiencing average volatility.

Endesa SA Simple Moving Average Price Forecast For the 13th of December 2024

Given 90 days horizon, the Simple Moving Average forecasted value of Endesa SA on the next trading day is expected to be 22.00 with a mean absolute deviation of 0.09, mean absolute percentage error of 0.07, and the sum of the absolute errors of 5.43.
Please note that although there have been many attempts to predict Endesa 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 Endesa SA's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Endesa SA Pink Sheet Forecast Pattern

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Endesa SA Forecasted Value

In the context of forecasting Endesa SA'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. Endesa SA's downside and upside margins for the forecasting period are 20.84 and 23.16, respectively. We have considered Endesa SA'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
22.00
22.00
Expected Value
23.16
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Simple Moving Average forecasting method's relative quality and the estimations of the prediction error of Endesa SA pink sheet data series using in forecasting. Note that when a statistical model is used to represent Endesa SA 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 Criteria111.8386
BiasArithmetic mean of the errors -0.0686
MADMean absolute deviation0.092
MAPEMean absolute percentage error0.0043
SAESum of the absolute errors5.43
The simple moving average model is conceptually a linear regression of the current value of Endesa SA price series against current and previous (unobserved) value of Endesa SA. In time series analysis, the simple moving-average model is a very common approach for modeling univariate price series models including forecasting prices into the future

Predictive Modules for Endesa SA

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Endesa SA. 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.
Hype
Prediction
LowEstimatedHigh
20.8422.0023.16
Details
Intrinsic
Valuation
LowRealHigh
19.8024.1025.26
Details
Bollinger
Band Projection (param)
LowMiddleHigh
20.3921.2522.11
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Endesa SA. Your research has to be compared to or analyzed against Endesa SA's peers to derive any actionable benefits. When done correctly, Endesa SA's competitive analysis will give you plenty of quantitative and qualitative data to validate your investment decisions or develop an entirely new strategy toward taking a position in Endesa SA.

Other Forecasting Options for Endesa SA

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

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 Risk & Return  Correlation

Endesa SA 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 Endesa SA'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 Endesa SA's current price.

Endesa SA Market Strength Events

Market strength indicators help investors to evaluate how Endesa SA 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 Endesa SA shares will generate the highest return on investment. By undertsting and applying Endesa SA pink sheet market strength indicators, traders can identify Endesa SA entry and exit signals to maximize returns.

Endesa SA Risk Indicators

The analysis of Endesa SA'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 Endesa SA's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting endesa 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 Endesa Pink Sheet

Endesa SA financial ratios help investors to determine whether Endesa 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 Endesa with respect to the benefits of owning Endesa SA security.