Elbit Imaging Stock Forecast - Polynomial Regression
| EMITF Stock | ILS 353.00 2.60 0.73% |
The Polynomial Regression forecasted value of Elbit Imaging on the next trading day is expected to be 330.27 with a mean absolute deviation of 8.50 and the sum of the absolute errors of 518.55. Elbit Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Elbit Imaging stock prices and determine the direction of Elbit Imaging's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Elbit Imaging's historical fundamentals, such as revenue growth or operating cash flow patterns.
Check out Historical Fundamental Analysis of Elbit Imaging to cross-verify your projections. Elbit |
Most investors in Elbit Imaging 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 Elbit Imaging's time series price data and predict how it will affect future prices. One of these methodologies is forecasting, which interprets Elbit Imaging's price structures and extracts relationships that further increase the generated results' accuracy.
Elbit Imaging polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for Elbit Imaging as well as the accuracy indicators are determined from the period prices. Elbit Imaging Polynomial Regression Price Forecast For the 24th of April
Given 90 days horizon, the Polynomial Regression forecasted value of Elbit Imaging on the next trading day is expected to be 330.27 with a mean absolute deviation of 8.50, mean absolute percentage error of 133.90, and the sum of the absolute errors of 518.55.Please note that although there have been many attempts to predict Elbit 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 Elbit Imaging's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Elbit Imaging Stock Forecast Pattern
| Backtest Elbit Imaging | Elbit Imaging Price Prediction | Buy or Sell Advice |
Elbit Imaging Forecasted Value
In the context of forecasting Elbit Imaging'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. Elbit Imaging's downside and upside margins for the forecasting period are 327.60 and 332.95, respectively. We have considered Elbit Imaging'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 Elbit Imaging stock data series using in forecasting. Note that when a statistical model is used to represent Elbit Imaging 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 | 123.0076 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 8.5008 |
| MAPE | Mean absolute percentage error | 0.0214 |
| SAE | Sum of the absolute errors | 518.5506 |
Predictive Modules for Elbit Imaging
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Elbit Imaging. 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 Elbit Imaging'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 Elbit Imaging
For every potential investor in Elbit, whether a beginner or expert, Elbit Imaging's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Elbit Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Elbit. Basic forecasting techniques help filter out the noise by identifying Elbit Imaging's price trends.Elbit Imaging 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 Elbit Imaging stock to make a market-neutral strategy. Peer analysis of Elbit Imaging could also be used in its relative valuation, which is a method of valuing Elbit Imaging by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
Elbit Imaging 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 Elbit Imaging'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 Elbit Imaging's current price.| Cycle Indicators | ||
| Math Operators | ||
| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
| Pattern Recognition | ||
| Price Transform | ||
| Statistic Functions | ||
| Volatility Indicators | ||
| Volume Indicators |
Elbit Imaging Market Strength Events
Market strength indicators help investors to evaluate how Elbit Imaging stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Elbit Imaging shares will generate the highest return on investment. By undertsting and applying Elbit Imaging stock market strength indicators, traders can identify Elbit Imaging entry and exit signals to maximize returns.
Elbit Imaging Risk Indicators
The analysis of Elbit Imaging'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 Elbit Imaging's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting elbit 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 | 2.29 | |||
| Standard Deviation | 3.72 | |||
| Variance | 13.82 |
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.
Some investors attempt to determine whether the market's mood is bullish or bearish by monitoring changes in market sentiment. Unlike more traditional methods such as technical analysis, investor sentiment usually refers to the aggregate attitude towards Elbit Imaging in the overall investment community. So, suppose investors can accurately measure the market's sentiment. In that case, they can use it for their benefit. For example, some tools to gauge market sentiment could be utilized using contrarian indexes, Elbit Imaging's short interest history, or implied volatility extrapolated from Elbit Imaging options trading.
Pair Trading with Elbit Imaging
One of the main advantages of trading using pair correlations is that every trade hedges away some risk. Because there are two separate transactions required, even if Elbit Imaging position performs unexpectedly, the other equity can make up some of the losses. Pair trading also minimizes risk from directional movements in the market. For example, if an entire industry or sector drops because of unexpected headlines, the short position in Elbit Imaging will appreciate offsetting losses from the drop in the long position's value.Moving together with Elbit Stock
| 0.73 | EPIT | Epitomee Medical | PairCorr |
| 0.78 | BWAY | Brainsway | PairCorr |
| 0.68 | BIOV | Bio View | PairCorr |
Moving against Elbit Stock
| 0.76 | INCR | Intercure | PairCorr |
| 0.64 | ISRA | Isramco Negev 2 | PairCorr |
| 0.51 | SOFW | Sofwave Medical | PairCorr |
| 0.44 | LUMI | Bank Leumi Le | PairCorr |
The ability to find closely correlated positions to Elbit Imaging could be a great tool in your tax-loss harvesting strategies, allowing investors a quick way to find a similar-enough asset to replace Elbit Imaging when you sell it. If you don't do this, your portfolio allocation will be skewed against your target asset allocation. So, investors can't just sell and buy back Elbit Imaging - that would be a violation of the tax code under the "wash sale" rule, and this is why you need to find a similar enough asset and use the proceeds from selling Elbit Imaging to buy it.
The correlation of Elbit Imaging is a statistical measure of how it moves in relation to other instruments. This measure is expressed in what is known as the correlation coefficient, which ranges between -1 and +1. A perfect positive correlation (i.e., a correlation coefficient of +1) implies that as Elbit Imaging moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if Elbit Imaging moves in either direction, the perfectly negatively correlated security will move in the opposite direction. If the correlation is 0, the equities are not correlated; they are entirely random. A correlation greater than 0.8 is generally described as strong, whereas a correlation less than 0.5 is generally considered weak.
Correlation analysis and pair trading evaluation for Elbit Imaging can also be used as hedging techniques within a particular sector or industry or even over random equities to generate a better risk-adjusted return on your portfolios.Check out Historical Fundamental Analysis of Elbit Imaging to cross-verify your projections. Note that the Elbit Imaging information on this page should be used as a complementary analysis to other Elbit Imaging's statistical models used to find the right mix of equity instruments to add to your existing portfolios or create a brand new portfolio. You can also try the Positions Ratings module to determine portfolio positions ratings based on digital equity recommendations. Macroaxis instant position ratings are based on combination of fundamental analysis and risk-adjusted market performance.
Complementary Tools for Elbit Stock analysis
When running Elbit Imaging's price analysis, check to measure Elbit Imaging'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 Elbit Imaging is operating at the current time. Most of Elbit Imaging's value examination focuses on studying past and present price action to predict the probability of Elbit Imaging's future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move Elbit Imaging's price. Additionally, you may evaluate how the addition of Elbit Imaging to your portfolios can decrease your overall portfolio volatility.
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