Endesa SA Stock Forecast - Naive Prediction

ENA Stock  EUR 20.54  0.02  0.1%   
The Naive Prediction forecasted value of Endesa SA on the next trading day is expected to be 19.93 with a mean absolute deviation of 0.18 and the sum of the absolute errors of 10.75. Endesa Stock Forecast is based on your current time horizon.
  
A naive forecasting model for Endesa SA is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of Endesa SA value for a given trading day is simply the observed value for the previous period. Due to the simplistic nature of the naive forecasting model, it can only be used to forecast up to one period.

Endesa SA Naive Prediction Price Forecast For the 17th of December 2024

Given 90 days horizon, the Naive Prediction forecasted value of Endesa SA on the next trading day is expected to be 19.93 with a mean absolute deviation of 0.18, mean absolute percentage error of 0.05, and the sum of the absolute errors of 10.75.
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 18.79 and 21.07, 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
20.54
19.93
Expected Value
21.07
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Naive Prediction 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.
AICAkaike Information Criteria115.1731
BiasArithmetic mean of the errors None
MADMean absolute deviation0.1763
MAPEMean absolute percentage error0.0089
SAESum of the absolute errors10.7535
This model is not at all useful as a medium-long range forecasting tool of Endesa SA. This model is simplistic and is included partly for completeness and partly because of its simplicity. It is unlikely that you'll want to use this model directly to predict Endesa SA. Instead, consider using either the moving average model or the more general weighted moving average model with a higher (i.e., greater than 1) number of periods, and possibly a different set of weights.

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.
Hype
Prediction
LowEstimatedHigh
19.4020.5421.68
Details
Intrinsic
Valuation
LowRealHigh
15.2716.4122.59
Details

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.

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.
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

Explore Investment Opportunities

Build portfolios using Macroaxis predefined set of investing ideas. Many of Macroaxis investing ideas can easily outperform a given market. Ideas can also be optimized per your risk profile before portfolio origination is invoked. Macroaxis thematic optimization helps investors identify companies most likely to benefit from changes or shifts in various micro-economic or local macro-level trends. Originating optimal thematic portfolios involves aligning investors' personal views, ideas, and beliefs with their actual investments.
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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.