EV Advanced Stock Forecast - Simple Regression
| 131400 Stock | KRW 2,785 40.00 1.46% |
The Simple Regression forecasted value of EV Advanced Material on the next trading day is expected to be 2,470 with a mean absolute deviation of 190.16 and the sum of the absolute errors of 11,600. 131400 Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast EV Advanced stock prices and determine the direction of EV Advanced Material's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of EV Advanced's historical fundamentals, such as revenue growth or operating cash flow patterns.
131400 |
Most investors in EV Advanced cannot accurately predict what will happen the next trading day because, historically, stock markets tend to be unpredictable and even illogical. Modeling turbulent structures requires applying different statistical methods, techniques, and algorithms to find hidden data structures or patterns within the EV Advanced's time series price data and predict how it will affect future prices. One of these methodologies is forecasting, which interprets EV Advanced's price structures and extracts relationships that further increase the generated results' accuracy.
Simple Regression model is a single variable regression model that attempts to put a straight line through EV Advanced price points. This line is defined by its gradient or slope, and the point at which it intercepts the x-axis. Mathematically, assuming the independent variable is X and the dependent variable is Y, then this line can be represented as: Y = intercept + slope * X. EV Advanced Simple Regression Price Forecast For the 10th of June
Given 90 days horizon, the Simple Regression forecasted value of EV Advanced Material on the next trading day is expected to be 2,470 with a mean absolute deviation of 190.16, mean absolute percentage error of 52,767, and the sum of the absolute errors of 11,600.Please note that although there have been many attempts to predict 131400 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 EV Advanced's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
EV Advanced Stock Forecast Pattern
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EV Advanced Forecasted Value
In the context of forecasting EV Advanced'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. EV Advanced's downside and upside margins for the forecasting period are 2,466 and 2,475, respectively. We have considered EV Advanced'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 Simple Regression forecasting method's relative quality and the estimations of the prediction error of EV Advanced stock data series using in forecasting. Note that when a statistical model is used to represent EV Advanced 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 | 128.9841 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 190.1579 |
| MAPE | Mean absolute percentage error | 0.0705 |
| SAE | Sum of the absolute errors | 11599.6341 |
Predictive Modules for EV Advanced
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as EV Advanced Material. 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.Sophisticated investors, who have witnessed many market ups and downs, anticipate that the market will even out over time. This tendency of EV Advanced's price to converge to an average value over time is called mean reversion. However, historically, high market prices usually discourage investors that believe in mean reversion to invest, while low prices are viewed as an opportunity to buy.
Other Forecasting Options for EV Advanced
For every potential investor in 131400, whether a beginner or expert, EV Advanced's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. 131400 Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in 131400. Basic forecasting techniques help filter out the noise by identifying EV Advanced's price trends.EV Advanced 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 EV Advanced stock to make a market-neutral strategy. Peer analysis of EV Advanced could also be used in its relative valuation, which is a method of valuing EV Advanced by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
EV Advanced Material 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 EV Advanced'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 EV Advanced's current price.| Cycle Indicators | ||
| Math Operators | ||
| Math Transform | ||
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| Overlap Studies | ||
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| Statistic Functions | ||
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| Volume Indicators |
EV Advanced Market Strength Events
Market strength indicators help investors to evaluate how EV Advanced stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading EV Advanced shares will generate the highest return on investment. By undertsting and applying EV Advanced stock market strength indicators, traders can identify EV Advanced Material entry and exit signals to maximize returns.
EV Advanced Risk Indicators
The analysis of EV Advanced'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 EV Advanced's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting 131400 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 | 2.39 | |||
| Standard Deviation | 4.23 | |||
| Variance | 17.88 |
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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EV Advanced financial ratios help investors to determine whether 131400 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 131400 with respect to the benefits of owning EV Advanced security.