Eagle Materials Stock Forecast - Polynomial Regression
| E5M Stock | EUR 290.00 2.00 0.69% |
The Polynomial Regression forecasted value of Eagle Materials on the next trading day is expected to be 301.26 with a mean absolute deviation of 6.45 and the sum of the absolute errors of 393.67. Eagle Stock Forecast is based on your current time horizon. We recommend always using this module together with an analysis of Eagle Materials' historical fundamentals, such as revenue growth or operating cash flow patterns.
Eagle |
Eagle Materials Polynomial Regression Price Forecast For the 3rd of December
Given 90 days horizon, the Polynomial Regression forecasted value of Eagle Materials on the next trading day is expected to be 301.26 with a mean absolute deviation of 6.45, mean absolute percentage error of 54.81, and the sum of the absolute errors of 393.67.Please note that although there have been many attempts to predict Eagle 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 Eagle Materials' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Eagle Materials Stock Forecast Pattern
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Eagle Materials Forecasted Value
In the context of forecasting Eagle Materials' 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. Eagle Materials' downside and upside margins for the forecasting period are 299.23 and 303.29, respectively. We have considered Eagle Materials' 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 Eagle Materials stock data series using in forecasting. Note that when a statistical model is used to represent Eagle Materials 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 | 122.1143 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 6.4535 |
| MAPE | Mean absolute percentage error | 0.0243 |
| SAE | Sum of the absolute errors | 393.6664 |
Predictive Modules for Eagle Materials
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Eagle Materials. 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 Eagle Materials
For every potential investor in Eagle, whether a beginner or expert, Eagle Materials' price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Eagle Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Eagle. Basic forecasting techniques help filter out the noise by identifying Eagle Materials' price trends.Eagle Materials 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 Eagle Materials stock to make a market-neutral strategy. Peer analysis of Eagle Materials could also be used in its relative valuation, which is a method of valuing Eagle Materials by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
Eagle Materials 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 Eagle Materials' 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 Eagle Materials' current price.| Cycle Indicators | ||
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| Math Transform | ||
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| Overlap Studies | ||
| Pattern Recognition | ||
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| Volume Indicators |
Eagle Materials Market Strength Events
Market strength indicators help investors to evaluate how Eagle Materials stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Eagle Materials shares will generate the highest return on investment. By undertsting and applying Eagle Materials stock market strength indicators, traders can identify Eagle Materials entry and exit signals to maximize returns.
Eagle Materials Risk Indicators
The analysis of Eagle Materials' 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 Eagle Materials' investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting eagle 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 | 1.55 | |||
| Semi Deviation | 1.27 | |||
| Standard Deviation | 2.1 | |||
| Variance | 4.4 | |||
| Downside Variance | 2.59 | |||
| Semi Variance | 1.61 | |||
| Expected Short fall | (2.08) |
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 Information and Resources on Investing in Eagle Stock
When determining whether Eagle Materials is a good investment, qualitative aspects like company management, corporate governance, and ethical practices play a significant role. A comparison with peer companies also provides context and helps to understand if Eagle Stock is undervalued or overvalued. This multi-faceted approach, blending both quantitative and qualitative analysis, forms a solid foundation for making an informed investment decision about Eagle Materials Stock. Highlighted below are key reports to facilitate an investment decision about Eagle Materials Stock:Check out Historical Fundamental Analysis of Eagle Materials to cross-verify your projections. For more detail on how to invest in Eagle Stock please use our How to Invest in Eagle Materials guide.You can also try the Financial Widgets module to easily integrated Macroaxis content with over 30 different plug-and-play financial widgets.