Endesa SA Stock Forecast - 20 Period Moving Average
| ENA Stock | EUR 20.31 0.04 0.20% |
The 20 Period Moving Average forecasted value of Endesa SA on the next trading day is expected to be 20.72 with a mean absolute deviation of 0.48 and the sum of the absolute errors of 19.79. Endesa Stock Forecast is based on your current time horizon.
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Endesa SA 20 Period Moving Average Price Forecast For the 23rd of December
Given 90 days horizon, the 20 Period Moving Average forecasted value of Endesa SA on the next trading day is expected to be 20.72 with a mean absolute deviation of 0.48, mean absolute percentage error of 0.37, and the sum of the absolute errors of 19.79.Please note that although there have been many attempts to predict Endesa 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 Endesa SA's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Endesa SA Stock Forecast Pattern
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Endesa SA Forecasted Value
In the context of forecasting Endesa SA'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. Endesa SA's downside and upside margins for the forecasting period are 19.64 and 21.81, 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.
Model Predictive Factors
The below table displays some essential indicators generated by the model showing the 20 Period Moving Average forecasting method's relative quality and the estimations of the prediction error of Endesa SA stock data series using in forecasting. Note that when a statistical model is used to represent Endesa SA 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 | 80.3506 |
| Bias | Arithmetic mean of the errors | -0.3129 |
| MAD | Mean absolute deviation | 0.4827 |
| MAPE | Mean absolute percentage error | 0.0235 |
| SAE | Sum of the absolute errors | 19.789 |
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 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 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 Stock 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.Endesa SA 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 Endesa SA stock to make a market-neutral strategy. Peer analysis of Endesa SA could also be used in its relative valuation, which is a method of valuing Endesa SA by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
Endesa SA 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 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.| Cycle Indicators | ||
| Math Operators | ||
| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
| Pattern Recognition | ||
| Price Transform | ||
| Statistic Functions | ||
| Volatility Indicators | ||
| Volume Indicators |
Endesa SA Market Strength Events
Market strength indicators help investors to evaluate how Endesa SA stock 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 stock 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 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 | 0.8046 | |||
| Semi Deviation | 1.06 | |||
| Standard Deviation | 1.1 | |||
| Variance | 1.21 | |||
| Downside Variance | 1.48 | |||
| Semi Variance | 1.13 | |||
| Expected Short fall | (0.91) |
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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Additional Tools for Endesa Stock Analysis
When running Endesa SA's price analysis, check to measure Endesa SA'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 Endesa SA is operating at the current time. Most of Endesa SA's value examination focuses on studying past and present price action to predict the probability of Endesa SA's future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move Endesa SA's price. Additionally, you may evaluate how the addition of Endesa SA to your portfolios can decrease your overall portfolio volatility.