Acciona Stock Forecast - 20 Period Moving Average

ANA Stock  EUR 120.20  2.00  1.69%   
The 20 Period Moving Average forecasted value of Acciona on the next trading day is expected to be 115.95 with a mean absolute deviation of 3.54 and the sum of the absolute errors of 145.07. Acciona Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Acciona stock prices and determine the direction of Acciona's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Acciona's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
A commonly used 20-period moving average forecast model for Acciona is based on a synthetically constructed Accionadaily price series in which the value for a trading day is replaced by the mean of that value and the values for 20 of preceding and succeeding time periods. This model is best suited for price series data that changes over time.

Acciona 20 Period Moving Average Price Forecast For the 27th of November

Given 90 days horizon, the 20 Period Moving Average forecasted value of Acciona on the next trading day is expected to be 115.95 with a mean absolute deviation of 3.54, mean absolute percentage error of 19.98, and the sum of the absolute errors of 145.07.
Please note that although there have been many attempts to predict Acciona 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 Acciona's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Acciona Stock Forecast Pattern

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Acciona Forecasted Value

In the context of forecasting Acciona'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. Acciona's downside and upside margins for the forecasting period are 114.03 and 117.87, respectively. We have considered Acciona'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
120.20
114.03
Downside
115.95
Expected Value
117.87
Upside

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 Acciona stock data series using in forecasting. Note that when a statistical model is used to represent Acciona 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 Criteria84.3478
BiasArithmetic mean of the errors 2.8402
MADMean absolute deviation3.5383
MAPEMean absolute percentage error0.0303
SAESum of the absolute errors145.07
The eieght-period moving average method has an advantage over other forecasting models in that it does smooth out peaks and valleys in a set of daily observations. Acciona 20-period moving average forecast can only be used reliably to predict one or two periods into the future.

Predictive Modules for Acciona

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Acciona. 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
118.28120.20122.12
Details
Intrinsic
Valuation
LowRealHigh
99.26101.18132.22
Details

Other Forecasting Options for Acciona

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

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

Acciona 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 Acciona'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 Acciona's current price.

Acciona Market Strength Events

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

Acciona Risk Indicators

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

Also Currently Popular

Analyzing currently trending equities could be an opportunity to develop a better portfolio based on different market momentums that they can trigger. Utilizing the top trending stocks is also useful when creating a market-neutral strategy or pair trading technique involving a short or a long position in a currently trending equity.

Other Information on Investing in Acciona Stock

Acciona financial ratios help investors to determine whether Acciona Stock 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 Acciona with respect to the benefits of owning Acciona security.