Compania Espanola Stock Forecast - Polynomial Regression
| CEV Stock | EUR 7.00 0.40 5.41% |
The Polynomial Regression forecasted value of Compania Espanola de on the next trading day is expected to be 7.75 with a mean absolute deviation of 0.39 and the sum of the absolute errors of 23.68. Compania Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Compania Espanola stock prices and determine the direction of Compania Espanola de's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Compania Espanola's historical fundamentals, such as revenue growth or operating cash flow patterns.
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Compania Espanola Polynomial Regression Price Forecast For the 12th of December 2024
Given 90 days horizon, the Polynomial Regression forecasted value of Compania Espanola de on the next trading day is expected to be 7.75 with a mean absolute deviation of 0.39, mean absolute percentage error of 0.20, and the sum of the absolute errors of 23.68.Please note that although there have been many attempts to predict Compania 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 Compania Espanola's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Compania Espanola Stock Forecast Pattern
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Compania Espanola Forecasted Value
In the context of forecasting Compania Espanola'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. Compania Espanola's downside and upside margins for the forecasting period are 4.42 and 11.09, respectively. We have considered Compania Espanola'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 Polynomial Regression forecasting method's relative quality and the estimations of the prediction error of Compania Espanola stock data series using in forecasting. Note that when a statistical model is used to represent Compania Espanola 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 | 116.5255 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 0.3881 |
| MAPE | Mean absolute percentage error | 0.0548 |
| SAE | Sum of the absolute errors | 23.6764 |
Predictive Modules for Compania Espanola
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Compania Espanola. 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 Compania Espanola
For every potential investor in Compania, whether a beginner or expert, Compania Espanola's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Compania Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Compania. Basic forecasting techniques help filter out the noise by identifying Compania Espanola's price trends.Compania Espanola 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 Compania Espanola stock to make a market-neutral strategy. Peer analysis of Compania Espanola could also be used in its relative valuation, which is a method of valuing Compania Espanola by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
Compania Espanola 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 Compania Espanola'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 Compania Espanola's current price.| Cycle Indicators | ||
| Math Operators | ||
| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
| Pattern Recognition | ||
| Price Transform | ||
| Statistic Functions | ||
| Volatility Indicators | ||
| Volume Indicators |
Compania Espanola Market Strength Events
Market strength indicators help investors to evaluate how Compania Espanola stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Compania Espanola shares will generate the highest return on investment. By undertsting and applying Compania Espanola stock market strength indicators, traders can identify Compania Espanola de entry and exit signals to maximize returns.
| Daily Balance Of Power | (9,223,372,036,855) | |||
| Rate Of Daily Change | 0.95 | |||
| Day Median Price | 7.0 | |||
| Day Typical Price | 7.0 | |||
| Price Action Indicator | (0.20) | |||
| Period Momentum Indicator | (0.40) | |||
| Relative Strength Index | 69.7 |
Compania Espanola Risk Indicators
The analysis of Compania Espanola'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 Compania Espanola's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting compania 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 | 1.22 | |||
| Standard Deviation | 3.23 | |||
| Variance | 10.45 |
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 Compania Stock
Compania Espanola financial ratios help investors to determine whether Compania 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 Compania with respect to the benefits of owning Compania Espanola security.